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Workshop
Fri 11:06 Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization
Mher Safaryan · Filip Hanzely · Peter Richtarik
Poster
Thu 9:00 Dataset Meta-Learning from Kernel Ridge-Regression
Timothy Nguyen · Zhourong Chen · Jaehoon Lee
Workshop
Fri 11:30 Spotlight 6: Lucas Theis|Jonathan Ho, Importance weighted compression
Workshop
Fri 11:35 Spotlight 7: Emilien Dupont, COIN: COmpression with Implicit Neural representations
Poster
Tue 9:00 UMEC: Unified model and embedding compression for efficient recommendation systems
Jiayi Shen · Haotao Wang · Shupeng Gui · Jianchao Tan · Zhangyang Wang · Ji Liu
Poster
Tue 17:00 Knowledge Distillation as Semiparametric Inference
Tri Dao · Govinda Kamath · Vasilis Syrgkanis · Lester Mackey
Poster
Thu 17:00 Neural Pruning via Growing Regularization
Huan Wang · Can Qin · Yulun Zhang · Yun Fu
Poster
Tue 17:00 Hierarchical Autoregressive Modeling for Neural Video Compression
Ruihan Yang · Yibo Yang · Joe Marino · Stephan Mandt
Workshop
Fri 11:50 Spotlight 10: Leonhard Helminger et al., Lossy Image Compression with Normalizing Flows
Workshop
Fri 4:45 Oral 1: Yann Dubois et al., Lossy Compression for Lossless Prediction
Taco Cohen
Poster
Thu 9:00 BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization
Huanrui Yang · Lin Duan · Yiran Chen · Hai Li
Workshop
Fri 5:20 Spotlight 4: Théo Ladune et al., Conditional Coding for Flexible Learned Video Compression