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lossy compression

32 papers

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Co-occurring keywords

image compression (147) variational autoencoder (1288) perceptual quality (124) information theory (491) generative adversarial network (1944) lossless compression (41) generative model (2892) rate distortion (41) relative entropy coding (5) residual learning (122)

Papers

UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach AAAI 2025
Importance Matching Lemma for Lossy Compression with Side Information AISTATS 2024
Accelerating Relative Entropy Coding with Space Partitioning NIPS 2024
Minimum Entropy Coupling with Bottleneck NIPS 2024
Make Lossy Compression Meaningful for Low-Light Images AAAI 2024
Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression ACML 2023
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods ICML 2023
Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent ICML 2022
Optimally Controllable Perceptual Lossy Compression ICML 2022
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework ICML 2021
AC-GC: Lossy Activation Compression with Guaranteed Convergence NIPS 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression NIPS 2021
What's in the Image? Explorable Decoding of Compressed Images CVPR 2021
Lossy Compression for Lossless Prediction NIPS 2021
On Efficient Constructions of Checkpoints ICML 2020
Learning Better Lossless Compression Using Lossy Compression CVPR 2020
Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding NIPS 2020
Universally Quantized Neural Compression NIPS 2020
High-Fidelity Generative Image Compression NIPS 2020
CARP: Compression Through Adaptive Recursive Partitioning for Multi-Dimensional Images CVPR 2020
Evaluating Lossy Compression Rates of Deep Generative Models ICML 2020
Exact Rate-Distortion in Autoencoders via Echo Noise NIPS 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff ICML 2019
Sequential prediction with coded side information under logarithmic loss ALT 2018