1 citations · 1 across the 1 of their papers we have counts for
4 papers
Contrastive Conditional-Unconditional Alignment for Long-tailed Diffusion Model
Fang Chen, Alex Villa, Gongbo Liang +3
Training data for class-conditional image synthesis often exhibit a long-tailed distribution with limited amount of images for tail classes. Such an imbalance causes mode collapse…
Train Short, Inference Long: Training-free Horizon Extension for Autoregressive Video Generation
Jia Li, Xiaomeng Fu, Xurui Peng +7
Autoregressive video diffusion models have emerged as a scalable paradigm for long video generation. However, they often suffer from severe extrapolation failure, where rapid error…
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs
Fang Chen, Gourav Datta, Mujahid Al Rafi +2
The expansion of neural network sizes and the enhanced resolution of modern image sensors result in heightened memory and power demands to process modern computer vision models. In…
Efficient Masked Image Compression with Position-Indexed Self-Attention
Chengjie Dai, Tiantian Song, Hui Tang +3
In recent years, image compression for high-level vision tasks has attracted considerable attention from researchers. Given that object information in images plays a far more cruci…