Jong Hwan Ko (고종환) | SKKU IRIS Lab https://iris-lab.skku.edu/authors/admin/ Jong Hwan Ko (고종환) Wowchemy (https://wowchemy.com)en-usSat, 01 Aug 2026 00:00:00 +0000 https://iris-lab.skku.edu/authors/admin/avatar_hu20069e666ca20d9f529dbfe1e7e625c0_904841_270x270_fill_q75_lanczos_center.jpg Jong Hwan Ko (고종환) https://iris-lab.skku.edu/authors/admin/ [J39] Multi-Centroid Hyperdimensional Computing for Compact IMC Arrays via Dimension Pruning https://iris-lab.skku.edu/publication/j39_ieee_iot_2026/ Sat, 01 Aug 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/j39_ieee_iot_2026/ [C106] ACA-GS: Adaptive-Capacity Anchored Gaussian Splatting for Compact Dynamic Radiance Fields https://iris-lab.skku.edu/publication/c106_acm_mm_2026/ Tue, 07 Jul 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c106_acm_mm_2026/ [C105] R-ESC: Robustly Erasing Space Concepts via Stochastic Feature Remapping https://iris-lab.skku.edu/publication/c105_eccv_2026/ Mon, 29 Jun 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c105_eccv_2026/ [C104] Foundation Model-Guided RGB-to-RAW Generation with Spectral Supervision for RAW-Domain Detection https://iris-lab.skku.edu/publication/c104_avss_2026/ Tue, 16 Jun 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c104_avss_2026/ [C103] UICAM: A Codec-Transferable Adapter for Machine-Oriented Image Compression https://iris-lab.skku.edu/publication/c103_avss_2026/ Mon, 15 Jun 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c103_avss_2026/ [C102] Contrastive Flow Map Matching https://iris-lab.skku.edu/publication/c102_icml_2026/ Sat, 30 May 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c102_icml_2026/ [J38] Partial-path Rectification in Diffusion Sampling https://iris-lab.skku.edu/publication/j38_ttm_2026/ Sat, 30 May 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/j38_ttm_2026/ [C101] HyperSPACE: Sparse-Adder-Compatible Encoding for Efficient Hyperdimensional Computing on Digital CIM Arrays https://iris-lab.skku.edu/publication/c101_islped_2026/ Thu, 21 May 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c101_islped_2026/ [C100] Dataflow-Preserving, Overhead-Free Weight Remapping for Fault-Tolerant ReRAM-Based In-Memory Computing https://iris-lab.skku.edu/publication/c100_islped_2026/ Wed, 20 May 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c100_islped_2026/ [C99] A Neural-Feedback-Driven Event Camera for Robust and Efficient Vision Processing https://iris-lab.skku.edu/publication/c99_islped_2026/ Tue, 19 May 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c99_islped_2026/ [J37] EPS: Efficient Patch Sampling for Video Overfitting in Deep Super-Resolution Model Training https://iris-lab.skku.edu/publication/j37_ieee-tcsvt_2026/ Thu, 16 Apr 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/j37_ieee-tcsvt_2026/ [C98] Harnessing Linguisitc Dissimilarity for Language Generalization on Unseen Low-Resource Varieties https://iris-lab.skku.edu/publication/c98_conll_2026/ Wed, 15 Apr 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c98_conll_2026/ [C97] RangeGuard: Efficient, Bounded Approximate Error Correction for Reliable DNNs https://iris-lab.skku.edu/publication/c97_isca_2026/ Fri, 27 Mar 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c97_isca_2026/ [C96] EventGuard: Sparsity-Aware In-Sensor Denoising for Frame-Based Event Vision Sensors https://iris-lab.skku.edu/publication/c96_cvpr_workshop_2026/ Thu, 26 Mar 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c96_cvpr_workshop_2026/ [C95] All-Digital Event-based Vision Sensor with Scene Adaptive Power-Saving Pixels and Three-Layer Neural Network for Object Detection https://iris-lab.skku.edu/publication/c95_vlsi_2026/ Wed, 25 Mar 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c95_vlsi_2026/ [C94] REFLEX: Rewrite-Free Row-Aligned Sparse Attention for Efficient LLM Execution on PIM https://iris-lab.skku.edu/publication/c94_dac_2026/ Thu, 26 Feb 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c94_dac_2026/ [J36] RUnQuant: High-Resolution Weight Quantization via Unanchored Weight Decomposition in Column-wise Granularity for CIM Accelerators https://iris-lab.skku.edu/publication/j36_jsa_2026/ Sat, 17 Jan 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/j36_jsa_2026/ [C93] SODA: A Unified Framework for Join Estimation of Speaker Orientation and Direction of Arrival https://iris-lab.skku.edu/publication/c93_icassp_2026/ Fri, 16 Jan 2026 00:00:00 +0000 https://iris-lab.skku.edu/publication/c93_icassp_2026/ [C92] Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties https://iris-lab.skku.edu/publication/c92_aaai_workshop_2026/ Tue, 16 Dec 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c92_aaai_workshop_2026/ [C91] No Encore: Unlearning as Opt-Out in Music Generation https://iris-lab.skku.edu/publication/c91_neurips_workshop_2025/ Mon, 15 Dec 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c91_neurips_workshop_2025/ [J35] RUSH: Recursive and Scalable 3D Coarse To Fine Path Planning https://iris-lab.skku.edu/publication/j35_ieee-ra-l_2026/ Sun, 14 Dec 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/j35_ieee-ra-l_2026/ [C90] Single-step Diffusion for Image Compression at Ultra-Low Bitrates https://iris-lab.skku.edu/publication/c90_wacv_2026/ Tue, 25 Nov 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c90_wacv_2026/ [C89] In-Sensor Denoising Using SNN for Frame-based Event Vision Sensor https://iris-lab.skku.edu/publication/c89_icce_asia_2025/ Mon, 08 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c89_icce_asia_2025/ [C88] Continual Test-Time Fine-Tuning of Frame-Based Style Transfer Network for Video Stream Data https://iris-lab.skku.edu/publication/c88_vcip_2025/ Sun, 07 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c88_vcip_2025/ [C87] Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models https://iris-lab.skku.edu/publication/c87_neurips_2025/ Sat, 06 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c87_neurips_2025/ [C86] Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling https://iris-lab.skku.edu/publication/c86_neurips_2025/ Thu, 04 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c86_neurips_2025/ [C85] Optimized Minimal 3D Gaussian Splatting https://iris-lab.skku.edu/publication/c85_neurips_2025/ Wed, 03 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c85_neurips_2025/ [C84] Learnable Center-Based Quantization for Efficient Analog PIM with Reduced ADC Precision https://iris-lab.skku.edu/publication/c84_asp_dac_2026/ Tue, 02 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c84_asp_dac_2026/ [C83] Data Flow-Aware Weight Remapping for Efficient Fault Tolerance in ReRAM-Based Accelerators https://iris-lab.skku.edu/publication/c83_asp_dac_2026/ Mon, 01 Sep 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c83_asp_dac_2026/ [C82] ETA: Efficient Transformer Attention Mapping for ReRAM-based Compute-In-Memory Architectures https://iris-lab.skku.edu/publication/c82_apccas_2025/ Sun, 03 Aug 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c82_apccas_2025/ [C81] Weight Sharing for Array-Efficient CNN Inference in Compute-In-Memory Architectures https://iris-lab.skku.edu/publication/c81_isocc_2025/ Sat, 02 Aug 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c81_isocc_2025/ [C80] Efficient and Robust SNN Decoder Training for Closed-Loop Brain-Machine Interfaces https://iris-lab.skku.edu/publication/c80_biocas_2025/ Fri, 01 Aug 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c80_biocas_2025/ [C79] Row-Column Hybrid Grouping for Fault-Resilient Multi-Bit Weight Representation on IMC Arrays https://iris-lab.skku.edu/publication/c79_iccad_2025/ Tue, 01 Jul 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c79_iccad_2025/ [C78] MSQ: Memory-Efficient Bit Sparsification Quantization https://iris-lab.skku.edu/publication/c78_iccv_2025/ Thu, 26 Jun 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c78_iccv_2025/ [C77] Multi-Frame ISP: Enhancing Vision-Based Tasks with RAW and Infrared Videos https://iris-lab.skku.edu/publication/c77_avss_2025/ Mon, 02 Jun 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c77_avss_2025/ [C76] TruncQuant: Truncation-Ready Quantization for DNNs with Flexible Weight Bit Precision https://iris-lab.skku.edu/publication/c76_islped_2025/ Sun, 01 Jun 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c76_islped_2025/ [C75] Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech https://iris-lab.skku.edu/publication/c75_icml_2025/ Thu, 01 May 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c75_icml_2025/ [J34] Mixed Binary Supporting Electrolyte Approach for Enhanced Synaptic Functionality in One-shot Integrable Electropolymerized Synaptic Transistors https://iris-lab.skku.edu/publication/j34_materials_2025/ Wed, 23 Apr 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/j34_materials_2025/ [J33] GAROS: Genetic Algorithm-Aided Row-Skipping for Shift and Duplicate Kernel Mapping in Processing-In-Memory Architectures https://iris-lab.skku.edu/publication/j33_jsa_2025/ Tue, 01 Apr 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/j33_jsa_2025/ [C74] Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability https://iris-lab.skku.edu/publication/c74_cvpr_2025/ Sat, 01 Mar 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c74_cvpr_2025/ [C73] Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI System https://iris-lab.skku.edu/publication/c73_iscas_2025/ Wed, 01 Jan 2025 00:00:00 +0000 https://iris-lab.skku.edu/publication/c73_iscas_2025/ [J32] Input/Mapping Precision Controllable Digital CIM with Adaptive Adder Tree Architecture for Flexible DNN Inference https://iris-lab.skku.edu/publication/j32_jsa_2025/ Sun, 01 Dec 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/j32_jsa_2025/ [C72] MEMHD: Memory-Efficient Multi-Centroid Hyperdimensional Computing for Fully-Utilized In-Memory Computing Architectures https://iris-lab.skku.edu/publication/c72_date_2025/ Wed, 13 Nov 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c72_date_2025/ [C71] Column-wise Quantization of Weights and Partial Sums for Accurate and Efficient Compute-In-Memory Accelerators https://iris-lab.skku.edu/publication/c71_date_2025/ Tue, 12 Nov 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c71_date_2025/ [C70] Low-Rank Compression for IMC Arrays https://iris-lab.skku.edu/publication/c70_date_2025/ Mon, 11 Nov 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c70_date_2025/ [C69] Fully Approximate Computing for Efficient Multi-bit DNN Inference in CIM Arrays https://iris-lab.skku.edu/publication/c69_icce_asia_2024/ Fri, 01 Nov 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c69_icce_asia_2024/ [C68] Energy-Efficient Video Streaming: A Study on Bit Depth and Color Subsampling https://iris-lab.skku.edu/publication/c68_ieee_vcip_2024/ Fri, 27 Sep 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c68_ieee_vcip_2024/ [J31] An FPGA-Based Energy-Efficient Real-Time Hand Pose Estimation System with an Integrated Image Signal Processor for Indirect 3D Time-of-Flight Sensors https://iris-lab.skku.edu/publication/j31_ieee_iot_2024/ Sun, 01 Sep 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/j31_ieee_iot_2024/ [C67] F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting https://iris-lab.skku.edu/publication/c67_acm_2024/ Sat, 20 Jul 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c67_acm_2024/ [C66] HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose Estimation https://iris-lab.skku.edu/publication/c66_eccv_2024_hand/ Fri, 19 Jul 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c66_eccv_2024_hand/ [C65] Continuous Memory Representation for Anomaly Detection https://iris-lab.skku.edu/publication/c65_eccv_2024_memory/ Fri, 05 Jul 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c65_eccv_2024_memory/ [J30] Reconfigurable Resistive Switching Memory for Telegraph Code Sensing and Recognizing Reservoir Computing Systems https://iris-lab.skku.edu/publication/j30_small_2024/ Wed, 12 Jun 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/j30_small_2024/ [C64] C-AFA: A Conditionally Approximate Full Adder for Efficient DNN Inference in CIM Arrays https://iris-lab.skku.edu/publication/c64_isocc_2024_cim/ Wed, 05 Jun 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c64_isocc_2024_cim/ [C63] A Hybrid Precision Network with Efficient Processing Elements for 3D Hand Pose Estimation https://iris-lab.skku.edu/publication/c63_isocc_2024_hand/ Tue, 04 Jun 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c63_isocc_2024_hand/ [C62] Row-Efficient Pruning for In-Memory Convolutional Weight Mapping https://iris-lab.skku.edu/publication/c62_isocc_2024_inmemory/ Thu, 30 May 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c62_isocc_2024_inmemory/ [J29] One-Shot Remote Integration of Macromolecular Synaptic Elements on a Chip for Ultrathin Flexible Neural Network System https://iris-lab.skku.edu/publication/j29_adma_2024/ Wed, 22 May 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/j29_adma_2024/ [C61] HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud https://iris-lab.skku.edu/publication/c61_cvpr_2024_hand/ Thu, 07 Mar 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c61_cvpr_2024_hand/ [C60] Compact 3D Gaussian Representation for Radiance Field https://iris-lab.skku.edu/publication/c60_cvpr_2024/ Wed, 28 Feb 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c60_cvpr_2024/ [C59] ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays https://iris-lab.skku.edu/publication/c59_aicas_2024_pim/ Wed, 21 Feb 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c59_aicas_2024_pim/ [C58] An Efficient Ventricular Arrhythmias Detection on Microcontrollers with Optimized 1D CNN https://iris-lab.skku.edu/publication/c58_aicas_2024_tinyml/ Tue, 20 Feb 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c58_aicas_2024_tinyml/ [C57] Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression https://iris-lab.skku.edu/publication/c57_aicas_2024_adaptive/ Mon, 19 Feb 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c57_aicas_2024_adaptive/ [C56] TraiNDSim: A Simulation Framework for Comprehensive Performance Evaluation of Neuromorphic Devices for On-Chip Training https://iris-lab.skku.edu/publication/c56_dac_2024/ Sun, 18 Feb 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c56_dac_2024/ [J28] KERNTROL: Kernel Shape Control Toward Ultimate Memory Utilization for In-Memory Convolutional Weight Mapping https://iris-lab.skku.edu/publication/j28_tcas1_2024/ Sat, 17 Feb 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/j28_tcas1_2024/ [C55]KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays https://iris-lab.skku.edu/publication/c55_iscas_2024/ Wed, 17 Jan 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c55_iscas_2024/ [C54]Coordinate-Aware Modulation for Neural Fields https://iris-lab.skku.edu/publication/c54_iclr_2024/ Tue, 16 Jan 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/c54_iclr_2024/ [J27] A DNN Partitioning Framework with Controlled Lossy Mechanisms for Edge-Cloud Collaborative Intelligence https://iris-lab.skku.edu/publication/j27_fgcs_2024/ Mon, 15 Jan 2024 00:00:00 +0000 https://iris-lab.skku.edu/publication/j27_fgcs_2024/ [J26] Highly Reliable 3D Channel Memory and Its Application in a Neuromorphic Sensory System for Finger Motion Tracking https://iris-lab.skku.edu/publication/j26_acs_nano_2023/ Wed, 20 Dec 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/j26_acs_nano_2023/ [C53]Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression https://iris-lab.skku.edu/publication/c53_acml_2023/ Mon, 16 Oct 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c53_acml_2023/ [C52] Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields https://iris-lab.skku.edu/publication/c52_nips_2023/ Sun, 15 Oct 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c52_nips_2023/ [C51] DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays https://iris-lab.skku.edu/publication/c51_iccd_2023/ Fri, 28 Jul 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c51_iccd_2023/ [C50] FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos https://iris-lab.skku.edu/publication/c50_mm_2023/ Thu, 27 Jul 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c50_mm_2023/ [C49] Multi-Scale Bidirectional Recurrent Network with Hybrid Correlation for Point Cloud Based Scene Flow Estimation https://iris-lab.skku.edu/publication/c49_iccv_2023/ Wed, 26 Jul 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c49_iccv_2023/ [C48] HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network https://iris-lab.skku.edu/publication/c48_iccv_2023/ Tue, 25 Jul 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c48_iccv_2023/ [C47] Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays https://iris-lab.skku.edu/publication/c47_iccad_2023/ Fri, 21 Jul 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c47_iccad_2023/ [C46] An Energy Efficient Sorting Architecture with Cell-Gating for Top-K Sorting on FPGA https://iris-lab.skku.edu/publication/c46_mwscas_2023/ Sat, 10 Jun 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c46_mwscas_2023/ [C45] PAIRS: Pruning-AIded Row-Skipping for Convolutional Weight Mapping in Processing-In-Memory Architectures https://iris-lab.skku.edu/publication/c45_islped_2023/ Wed, 17 May 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c45_islped_2023/ [C44] Weight-Aware Activation Mapping for Energy-Efficient Convolution on PIM Arrays https://iris-lab.skku.edu/publication/c44_islped_2023/ Tue, 16 May 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c44_islped_2023/ [C43] Dynamic Inference Acceleration of 3D Point Cloud Deep Neural Networks Using Point Density and Entropy https://iris-lab.skku.edu/publication/c43_cvprw_2023/ Wed, 26 Apr 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c43_cvprw_2023/ [C42] Rate-Controllable and Target-Dependent JPEG-Based Image Compression Using Feature Modulation https://iris-lab.skku.edu/publication/c42_icme_2023/ Tue, 25 Apr 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c42_icme_2023/ [C41] Masked Wavelet Representation for Compact Neural Radiance Fields https://iris-lab.skku.edu/publication/c41_cvpr_2023/ Mon, 27 Feb 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c41_cvpr_2023/ [C40] Regression to Classification: Waveform Encoding for Neural Field-Based Audio Signal Representation https://iris-lab.skku.edu/publication/c40__icassp_2023/ Thu, 16 Feb 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/c40__icassp_2023/ [J25] Data-Driven Design of Electrically Conductive Nanocomposite Materials: A Case Study of Acrylonitrile–Butadiene–Styrene/Carbon Nanotube Binary Composites https://iris-lab.skku.edu/publication/j25_ais_2023/ Wed, 18 Jan 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/j25_ais_2023/ [J24] Room-Temperature-Processable Highly Reliable Resistive Switching Memory with Reconfigurability for Neuromorphic Computing and Ultrasonic Tissue Classification https://iris-lab.skku.edu/publication/j24_afm_2023/ Tue, 17 Jan 2023 00:00:00 +0000 https://iris-lab.skku.edu/publication/j24_afm_2023/ [J23] An Overhead-Free Region-Based JPEG Framework for Task-Driven Image Compression https://iris-lab.skku.edu/publication/j23_prl_2022/ Thu, 17 Nov 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j23_prl_2022/ [C39] Element-wise Partial Product Quantization for Efficient Deep Learning Accelerators https://iris-lab.skku.edu/publication/c39_icce-asia_2022/ Thu, 27 Oct 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c39_icce-asia_2022/ [C38] An Efficient Systolic Array with Variable Data Precision and Dimension Support https://iris-lab.skku.edu/publication/c38_isocc_2022/ Fri, 21 Oct 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c38_isocc_2022/ [C37] Neural Residual Flow Fields for Efficient Video Representations https://iris-lab.skku.edu/publication/c37_accv_2022/ Fri, 16 Sep 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c37_accv_2022/ [J22] Micro-ultrasonic Assessment of Early Stage Clot Formation and Whole Blood Coagulation Using an All-Optical Ultrasound Transducer and an Adaptive Signal Processing Algorithm https://iris-lab.skku.edu/publication/j22_acs_sensors_2022/ Thu, 08 Sep 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j22_acs_sensors_2022/ [J21] A Reconfigurable Neural Architecture for Edge–Cloud Collaborative Real-Time Object Detection https://iris-lab.skku.edu/publication/j21_iot_2022/ Mon, 05 Sep 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j21_iot_2022/ [C36] Bi-PointFlowNet: Bidirectional Learning for Point Cloud Based Scene Flow Estimation https://iris-lab.skku.edu/publication/c36_eccv_2022/ Mon, 11 Jul 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c36_eccv_2022/ [C35] Streamable Neural Fields https://iris-lab.skku.edu/publication/c35_eccv_2022/ Sun, 10 Jul 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c35_eccv_2022/ [J20] Scalable Color Quantization for Task-Centric Image Compression https://iris-lab.skku.edu/publication/j20_tomm_2022/ Mon, 20 Jun 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j20_tomm_2022/ [J19] Epidermal Piezoresistive Structure with Deep Learning-Assisted Data Translation https://iris-lab.skku.edu/publication/j19_npj_2022/ Wed, 15 Jun 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j19_npj_2022/ [C34] NAS-VAD: Neural Architecture Search for Voice Activity Detection https://iris-lab.skku.edu/publication/c34_interspeech-2022/ Wed, 01 Jun 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c34_interspeech-2022/ [J18] Multi-Prediction Compression: An Efficient and Scalable Memory Compression Framework for GP-GPU https://iris-lab.skku.edu/publication/j18_cal_2022/ Sat, 21 May 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j18_cal_2022/ [J17] VWC-SDK: Convolutional Weight Mapping Using Shifted and Duplicated Kernel with Variable Windows and Channels https://iris-lab.skku.edu/publication/j17_jetcas_2022/ Sun, 01 May 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/j17_jetcas_2022/ [C33] ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection https://iris-lab.skku.edu/publication/c33_icassp_2022/ Tue, 01 Feb 2022 00:00:00 +0000 https://iris-lab.skku.edu/publication/c33_icassp_2022/ [C32] VW-SDK: Efficient Convolutional Weight Mapping Using Variable Windows for Processing-In-Memory Architectures https://iris-lab.skku.edu/publication/c32_date_2022/ Thu, 11 Nov 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c32_date_2022/ [J16] ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment https://iris-lab.skku.edu/publication/j16_npl_2022/ Wed, 10 Nov 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j16_npl_2022/ [J15] Adaptive Weight-bit Inversion for State Error Reduction for Robust and Efficient Deep Neural Network Inference Using MLC NAND Flash https://iris-lab.skku.edu/publication/j15_jsa_2022/ Mon, 01 Nov 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j15_jsa_2022/ [C31] HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton https://iris-lab.skku.edu/publication/c31_iccv_2021/ Fri, 01 Oct 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c31_iccv_2021/ [J14] Binary-Classifiers-Enabled Filters for Semi-Supervised Learning https://iris-lab.skku.edu/publication/j14_access_2021/ Fri, 01 Oct 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j14_access_2021/ [C30] A Splittable DNN-Based Object Detector for Edge-Cloud Collaborative Real-Time Video Inference https://iris-lab.skku.edu/publication/c30_avss_2021/ Fri, 17 Sep 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c30_avss_2021/ [C29] A Charge-Domain Computation-in-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions https://iris-lab.skku.edu/publication/c29_esscirc_2021/ Wed, 15 Sep 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c29_esscirc_2021/ [J13] Target-Dependent Scalable Image Compression Using a Reconfigurable Recurrent Neural Network https://iris-lab.skku.edu/publication/j13_access_2021/ Wed, 01 Sep 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j13_access_2021/ [C28] A Sub-Milliwatt and Sub-Millisecond 3-D GazeEstimator for Ultra Low-Power AR Applications https://iris-lab.skku.edu/publication/c28_eyeware_2021/ Sat, 10 Jul 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c28_eyeware_2021/ [B01] Ultra-low Power/IoT Architectures https://iris-lab.skku.edu/publication/b01_iot_2021/ Wed, 26 May 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/b01_iot_2021/ [J12] Robust Detection of Small and Dense Objects in Images from Autonomous Aerial Vehicles https://iris-lab.skku.edu/publication/j12_iet_el_2021/ Sat, 15 May 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j12_iet_el_2021/ [J11] A Charge-Domain Scalable-Weight In-Memory Computing Macro with Dual-SRAM Architecture for Precision-Scalable DNN Accelerators https://iris-lab.skku.edu/publication/j11_tcas1_2021/ Sat, 01 May 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j11_tcas1_2021/ [C27] Application of Adversarial Domain Adaptation to Voice Activity Detection https://iris-lab.skku.edu/publication/c27_intellisys_2021/ Thu, 15 Apr 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c27_intellisys_2021/ [J10] Segmentation of Points in the Future: Joint Segmentation and Prediction of a Point Cloud https://iris-lab.skku.edu/publication/j10_access_2021/ Sun, 14 Mar 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/j10_access_2021/ [C26] WISER: Deep Neural Network Weight-bit Inversion for State Error Reduction in MLC NAND Flash https://iris-lab.skku.edu/publication/c26_date_2021/ Mon, 15 Feb 2021 00:00:00 +0000 https://iris-lab.skku.edu/publication/c26_date_2021/ [C25] VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results https://iris-lab.skku.edu/publication/c25_eccv_2020/ Tue, 01 Sep 2020 00:00:00 +0000 https://iris-lab.skku.edu/publication/c25_eccv_2020/ [J8] CAMEL: An Adaptive Camera with Embedded Machine Learning Based Sensor Parameter Control https://iris-lab.skku.edu/publication/j8_jetcas_2019/ Wed, 14 Aug 2019 00:00:00 +0000 https://iris-lab.skku.edu/publication/j8_jetcas_2019/ [C24] A Camera with Brain–Embedding Machine Learning in 3D Sensors https://iris-lab.skku.edu/publication/c24_date_2019/ Mon, 25 Mar 2019 00:00:00 +0000 https://iris-lab.skku.edu/publication/c24_date_2019/ [C23] Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms https://iris-lab.skku.edu/publication/c23_ijcnn_2019/ Fri, 01 Mar 2019 00:00:00 +0000 https://iris-lab.skku.edu/publication/c23_ijcnn_2019/ [C22] Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms https://iris-lab.skku.edu/publication/c22_avss_2018/ Thu, 22 Nov 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c22_avss_2018/ [C21] An Energy Harvesting Image Sensor SOC with 5.8μW/mm2 Power Generation and 0.77 frames/second Self-Powered Frame Rate https://iris-lab.skku.edu/publication/c21_s3s_2018/ Tue, 16 Oct 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c21_s3s_2018/ [J7] Energy Efficient and Side-Channel Secure Cryptographic Hardware for IoT-edge Nodes https://iris-lab.skku.edu/publication/j7_iot_2018/ Tue, 31 Jul 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j7_iot_2018/ [C20] Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance https://iris-lab.skku.edu/publication/c20_dac_2018/ Sun, 24 Jun 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c20_dac_2018/ [J6] 3-D Stacked Image Sensor With Deep Neural Network Computation https://iris-lab.skku.edu/publication/j6_sensors_2018/ Tue, 15 May 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j6_sensors_2018/ [J5] An Energy-Quality Scalable Wireless Image Sensor Node for Object-Based Video Surveillance https://iris-lab.skku.edu/publication/j5_jetcas_2018/ Wed, 02 May 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j5_jetcas_2018/ [C19] Cascade Adversarial Machine Learning Regularized with a Unified Embedding https://iris-lab.skku.edu/publication/c19_iclr_2018/ Mon, 30 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c19_iclr_2018/ [C18] An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation https://iris-lab.skku.edu/publication/c18_icassp_2018_anomaly/ Wed, 18 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c18_icassp_2018_anomaly/ [C17] Precision Scaling of Neural Networks for Efficient Voice Activity Detection https://iris-lab.skku.edu/publication/c17_icassp_2018_vad/ Tue, 17 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c17_icassp_2018_vad/ [C16] A Unified Embedding for Image Classification and Pixel-Level Regularization https://iris-lab.skku.edu/publication/c16_icassp_2018_embedding/ Mon, 16 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c16_icassp_2018_embedding/ [C15] The CAMEL approach to stacked sensor smart cameras https://iris-lab.skku.edu/publication/c15_date_2018/ Thu, 22 Mar 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c15_date_2018/ [J4] Design and Analysis of a Neural Network Inference Engine based on Adaptive Weight Compression https://iris-lab.skku.edu/publication/j4_tcad_2018/ Fri, 02 Feb 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j4_tcad_2018/ [C14] Precision Scaling of Neural Networks for Efficient Audio Processing https://iris-lab.skku.edu/publication/c14_nips_2017_speech/ Thu, 07 Dec 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c14_nips_2017_speech/ [C13] Cascade Adversarial Machine Learning Regularized with a Unified Embedding https://iris-lab.skku.edu/publication/c13_nips_2017_adversarial/ Wed, 06 Dec 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c13_nips_2017_adversarial/ [C12] Energy-Efficient Neural Image Processing for Internet-of-Things Edge Devices https://iris-lab.skku.edu/publication/c12_mwscas_2017/ Mon, 07 Aug 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c12_mwscas_2017/ [C11] Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation https://iris-lab.skku.edu/publication/c11_dac_2017/ Mon, 26 Jun 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c11_dac_2017/ [J3] A Single-Chip Image Sensor Node With Energy Harvesting From a CMOS Pixel Array https://iris-lab.skku.edu/publication/j3_tcas_2017_sensor/ Sun, 18 Jun 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/j3_tcas_2017_sensor/ [J2] Clock Data Compensation Aware Digital Circuits Design for Voltage Margin Reduction https://iris-lab.skku.edu/publication/j2_tcas_2017_clock/ Sat, 17 Jun 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/j2_tcas_2017_clock/ [C10] On-Chip Training of Recurrent Neural Networks with Limited Numerical Precision https://iris-lab.skku.edu/publication/c10_ijcnn_2017/ Wed, 24 May 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c10_ijcnn_2017/ [C9] Adaptive Weight Compression for Memory-Efficient Neural Networks https://iris-lab.skku.edu/publication/c9_date_2017_dnn/ Sat, 25 Mar 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c9_date_2017_dnn/ [C8] Clock Data Compensation Aware Clock Tree Synthesis in Digital Circuits with Adaptive Clock Generation https://iris-lab.skku.edu/publication/c8_date_2017_clock/ Fri, 24 Mar 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c8_date_2017_clock/ [C7] A Low-Power Wireless Image Sensor Node with Noise-Robust Moving Object Detection and a Region-of-Interest Based Rate Controller https://iris-lab.skku.edu/publication/c7_gomactech_2017/ Wed, 22 Mar 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c7_gomactech_2017/ [C6] Reconfigurable 96x128 Active Pixel Sensor with 2.1μW/mm2 Power Generation and Regulated Multi- Domain Power Delivery for Self-Powered Imaging https://iris-lab.skku.edu/publication/c6_esscirc_2016/ Fri, 23 Sep 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c6_esscirc_2016/ [C5] An Energy-Efficient Wireless Video Sensor Node with a Region-of-Interest Based Multi-Parameter Rate Controller for Moving Object Surveillance https://iris-lab.skku.edu/publication/c5_avss_2016/ Tue, 23 Aug 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c5_avss_2016/ [C4] An Energy-Aware Approach to Noise-Tolerant Moving Object Detection for Low-Power Wireless Image Sensor Platforms https://iris-lab.skku.edu/publication/c4_islped_2016/ Mon, 08 Aug 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c4_islped_2016/ [C3] A Self-powered Wireless Video Sensor Node for Moving Object Surveillance https://iris-lab.skku.edu/publication/c3_gomactech_2016/ Tue, 22 Mar 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c3_gomactech_2016/ [J1] An Energy-Efficient Wireless Video Sensor Node for Moving Object Surveillance https://iris-lab.skku.edu/publication/j1_tmscs_2015/ Thu, 17 Sep 2015 00:00:00 +0000 https://iris-lab.skku.edu/publication/j1_tmscs_2015/ [C2] Exploring Power Attack Protection of Resource Constrained Encryption Engines using Integrated Low-Drop-Out Regulators https://iris-lab.skku.edu/publication/c2_islped_2015/ Sat, 08 Aug 2015 00:00:00 +0000 https://iris-lab.skku.edu/publication/c2_islped_2015/ [C1] Adaptive Wireless Video Sensor Node Using Content-Aware Pre-Processing for Moving Target Identification https://iris-lab.skku.edu/publication/c1_gomactech_2015/ Sun, 22 Mar 2015 00:00:00 +0000 https://iris-lab.skku.edu/publication/c1_gomactech_2015/