ICML 2023 Workshop NCW Submissions

Why Quantization Improves Generalization: NTK of Binary Weight Neural Network
Kaiqi Zhang, Ming Yin, Yu-Xiang Wang
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Diagnostically Lossless Compression of Medical Images
Rogier Van der Sluijs, Maya Varma, Jip Prince, Curtis Langlotz, Akshay S Chaudhari
- Published: 11 Jul 2023, Last Modified: 17 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations
Yang Sui, Zhuohang Li, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Zhenzhong Chen
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Transformers are Universal Predictors
Sourya Basu, Moulik Choraria, Lav R. Varshney
- Published: 11 Jul 2023, Last Modified: 15 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Low Complexity Neural Network-Based In-loop Filtering with Decomposed Split Luma-Chroma Model for Video Compression
Tong Shao, Jay N. Shingala, Ajay Shyam, Peng Yin, Arjun Arora, Sean McCarthy
- Published: 11 Jul 2023, Last Modified: 15 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Lossy Image Compression with Conditional Diffusion Model
Ruihan Yang, Stephan Mandt
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
Yibo Yang, Stephan Eckstein, Marcel Nutz, Stephan Mandt
- Published: 11 Jul 2023, Last Modified: 27 Jul 2023
- NCW ICML 2023
- Readers: Everyone
NNCodec: An Open Source Software Implementation of the Neural Network Coding ISO/IEC Standard
Daniel Becking, Paul Haase, Heiner Kirchhoffer, Karsten Müller, Wojciech Samek, Detlev Marpe
- Published: 11 Jul 2023, Last Modified: 03 Aug 2023
- NCW ICML 2023
- Readers: Everyone
Practical Random Tree Generation using Spanning Trees: Entropy and Compression
Amirmohammad Farzaneh
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Minimal Random Code Learning with Mean-KL Parameterization
Jihao Andreas Lin, Gergely Flamich, José Miguel Hernández-Lobato
- Published: 11 Jul 2023, Last Modified: 15 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Slicing Mutual Information Generalization Bounds for Neural Networks
Kimia Nadjahi, Kristjan Greenewald, Rickard Brüel Gabrielsson, Justin Solomon
- Published: 11 Jul 2023, Last Modified: 14 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Task-aware Distributed Source Coding under Dynamic Bandwidth
Po-han Li, Sravan Kumar Ankireddy, Ruihan Zhao, Hossein Nourkhiz Mahjoub, Ehsan Moradi Pari, ufuk topcu, Sandeep P. Chinchali, Hyeji Kim
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Text + Sketch: Image Compression at Ultra Low Rates
Eric Lei, Yigit Berkay Uslu, Hamed Hassani, Shirin Saeedi Bidokhti
- Published: 11 Jul 2023, Last Modified: 17 Jul 2023
- NCW ICML 2023
- Readers: Everyone
On the Choice of Perception Loss Function for Learned Video Compression
Buu Phan, Sadaf Salehkalaibar, Jun Chen, Wei Yu, Ashish J Khisti
- Published: 11 Jul 2023, Last Modified: 14 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Designing Discontinuities
Ibtihal Ferwana, Suyong Park, Ting-Yi Wu, Lav R. Varshney
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Neural Image Compression: Generalization, Robustness, and Spectral Biases
Kelsey Lieberman, James Diffenderfer, Charles Godfrey, Bhavya Kailkhura
- Published: 11 Jul 2023, Last Modified: 14 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Siamese SIREN: Audio Compression with Implicit Neural Representations
Luca A Lanzendörfer, Roger Wattenhofer
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
ICE-Pick: Iterative Cost-Efficient Pruning for DNNs
Wenhao Hu, Perry Gibson, José Cano
- Published: 11 Jul 2023, Last Modified: 27 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Learn From One Specialized Sub-Teacher: One-to-One Mapping for Feature-Based Knowledge Distillation
Khouloud Saadi, Jelena Mitrović, Michael Granitzer
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Entropy Coding of Unordered Data Structures
Julius Kunze, Daniel Severo, Giulio Zani, Jan-Willem van de Meent, James Townsend
- Published: 11 Jul 2023, Last Modified: 16 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Autoencoding Implicit Neural Representations for Image Compression
Tuan Pham, Yibo Yang, Stephan Mandt
- Published: 11 Jul 2023, Last Modified: 16 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Neural Network Optimization with Weight Evolution
Samir Brahim Belhaouari, Ashhadul Islam
- Published: 11 Jul 2023, Last Modified: 14 Jul 2023
- NCW ICML 2023
- Readers: Everyone
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression
Alexander Tsvetkov, Alon Kipnis
- Published: 11 Jul 2023, Last Modified: 16 Jul 2023
- NCW ICML 2023
- Readers: Everyone
Revisiting Associative Compression: I Can't Believe It's Not Better
ICML 2023 Workshop NCW Submission11 Authors
- Published: 11 Jul 2023, Last Modified: 11 Aug 2023
- ICML 2023 Workshop NCW Submission
- Readers: Everyone
Neural Image Compression with Quantization Rectifier
Wei Luo, Bo Chen
- Published: 11 Jul 2023, Last Modified: 11 Jul 2023
- NCW ICML 2023
- Readers: Everyone