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Poster
Wed 14:00 Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning
Harikrishnan N B · Aditi Kathpalia · Nithin Nagaraj
Poster
Compressible-composable NeRF via Rank-residual Decomposition
Jiaxiang Tang · Xiaokang Chen · Jingbo Wang · Gang Zeng
Poster
Thu 14:00 Video compression dataset and benchmark of learning-based video-quality metrics
Anastasia Antsiferova · Sergey Lavrushkin · Maksim Smirnov · Aleksandr Gushchin · Dmitriy Vatolin · Dmitriy Kulikov
Poster
Thu 9:00 Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
Elias Frantar · Dan Alistarh
Poster
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models
Yuanxin Liu · Fandong Meng · Zheng Lin · Jiangnan Li · Peng Fu · Yanan Cao · Weiping Wang · Jie Zhou
Poster
Thu 14:00 Selective compression learning of latent representations for variable-rate image compression
Jooyoung Lee · Seyoon Jeong · Munchurl Kim
Poster
Thu 14:00 Model Preserving Compression for Neural Networks
Jerry Chee · Megan Flynn (née Renz) · Anil Damle · Christopher De Sa
Poster
Tue 14:00 PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
Sanae Lotfi · Marc Finzi · Sanyam Kapoor · Andres Potapczynski · Micah Goldblum · Andrew Wilson
Poster
Thu 14:00 Learning Options via Compression
Yiding Jiang · Evan Liu · Benjamin Eysenbach · J. Zico Kolter · Chelsea Finn
Poster
Thu 14:00 Few-Shot Non-Parametric Learning with Deep Latent Variable Model
Zhiying Jiang · Yiqin Dai · Ji Xin · Ming Li · Jimmy Lin
Poster
Tue 9:00 Wavelet Feature Maps Compression for Image-to-Image CNNs
Shahaf E. Finder · Yair Zohav · Maor Ashkenazi · Eran Treister
Poster
Structural Pruning via Latency-Saliency Knapsack
Maying Shen · Hongxu Yin · Pavlo Molchanov · Lei Mao · Jianna Liu · Jose M. Alvarez