SKKU IRIS Lab
SKKU IRIS Lab
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[C57] Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression
IEEE AICAS 2024
Hangyul Choi (최한결)
,
Seongmoon Jeong (정성문)
,
Sangwoon Kwak
,
Soon-Heung Jung
,
Jong Hwan Ko (고종환)
Project
IEEE AICAS 2024
[C56] TraiNDSim: A Simulation Framework for Comprehensive Performance Evaluation of Neuromorphic Devices for On-Chip Training
DAC 2024 (BK 인정 우수학회)
Donghyeok Heo (허동혁)
,
Hyeonsu Bang (방현수)
,
Jong Hwan Ko (고종환)
Project
DAC_2024
[C55]KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays
ISCAS 2024
Juhong Park (박주홍)
,
Johnny Rhe (이존이)
,
Jong Hwan Ko (고종환)
Project
ISCAS_2024
[C54]Coordinate-Aware Modulation for Neural Fields
ICLR 2024 (Spotlight, Acceptance Rate = 6.2%)
Joo Chan Lee (이주찬)
,
Daniel Rho (노다니엘)
,
Seungtae Nam
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
Project
ICLR_2024
[C53]Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression
ACML 2023
Seungtae Lee
,
Jong Hwan Ko (고종환)
,
Seokin Hong
Project
ACML_2023
[C52] Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
NeurIPS 2023 (BK 인정 우수학회)
Seungtae Nam
,
Daniel Rho (노다니엘)
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
Project
NeurIPS_2023
[C51] DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays
ICCD 2023 (BK 인정 우수학회)
Hyeonsu Bang (방현수)
,
Kang Eun Jeon (전강은)
,
Johnny Rhe (이존이)
,
Jong Hwan Ko (고종환)
Project
ICCD_2023
[C50] FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos
ACM MM 2023 (BK 인정 우수학회)
Joo Chan Lee (이주찬)
,
Daniel Rho (노다니엘)
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
Project
ACM_MM_2023
[C49] Multi-Scale Bidirectional Recurrent Network with Hybrid Correlation for Point Cloud Based Scene Flow Estimation
ICCV 2023 (BK 인정 우수학회)
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
Project
ICCV_2023
[C48] HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network
ICCV 2023 (BK 인정 우수학회)
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
Project
ICCV_2023
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Cite
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![[C57] Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression](/publication/c57_aicas_2024_adaptive/featured_hu183809d55da0300bc4ae4f25767f64e9_496270_150x0_resize_q75_h2_lanczos_3.webp){kind=small}
![[C56] TraiNDSim: A Simulation Framework for Comprehensive Performance Evaluation of Neuromorphic Devices for On-Chip Training](/publication/c56_dac_2024/featured_hue7f50756159e4563e731f906898f5e95_159630_150x0_resize_q75_h2_lanczos_3.webp)
![[C55]KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays](/publication/c55_iscas_2024/featured_hucd18a576234a102f6750bbdb1d150af7_1255458_150x0_resize_q75_h2_lanczos_3.webp)
![[C54]Coordinate-Aware Modulation for Neural Fields](/publication/c54_iclr_2024/featured_huf973761d8efb8b2cd62d9bc2734c9a2d_272436_150x0_resize_q75_h2_lanczos_3.webp){kind=small}
![[C53]Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression](/publication/c53_acml_2023/featured_hue8483cad0e560a1ac9a03f5efa8b8474_149697_150x0_resize_q75_h2_lanczos_3.webp)
![[C52] Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields](/publication/c52_nips_2023/featured_hud88947c53ae862c46bcfe1a5042b256b_505844_150x0_resize_q75_h2_lanczos_3.webp)
![[C51] DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays](/publication/c51_iccd_2023/featured_hu955d12e6bf3401e2d14bc5bdf00f703d_492171_150x0_resize_q75_h2_lanczos_3.webp)
![[C50] FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos](/publication/c50_mm_2023/featured_hu8ce9e501240169a9cd59fbf7a3522191_1032456_150x0_resize_q75_h2_lanczos_3.webp){kind=small}
![[C49] Multi-Scale Bidirectional Recurrent Network with Hybrid Correlation for Point Cloud Based Scene Flow Estimation](/publication/c49_iccv_2023/featured_hu154ba78a02c57d2179791e271d6b0716_2931168_150x0_resize_q75_h2_lanczos_3.webp)
![[C48] HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network](/publication/c48_iccv_2023/featured_hu475d33d5dd777ca67f63823c2a1a6be9_999485_150x0_resize_q75_h2_lanczos_3.webp)