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1. AlignProp AlignProp Public

   AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods…

   Python 248 8

2. VADER VADER Public

   Video Diffusion Alignment via Reward Gradients. We improve a variety of video diffusion models such as VideoCrafter, OpenSora, ModelScope and StableVideoDiffusion by finetuning them using various r…

   Python 221 14

3. Diffusion-TTA Diffusion-TTA Public

   Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.

   Python 62 5

4. Slot-TTA Slot-TTA Public

   Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.

   Python 26 3

5. Disentangling-3D-Prototypical-Nets Disentangling-3D-Prototypical-Nets Public

   We present neural architectures that disentangle RGB-D images into objects' shapes and styles and a map of the background scene, and explore their applications for few-shot 3D object detection and …

   Python 11

6. huggingface/trl huggingface/trl Public

   Train transformer language models with reinforcement learning.

   Python 10.5k 1.4k