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Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)
[ACM MM 2024] DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
A library for calculating the FLOPs in the forward() process based on torch.fx
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Easy wrapper for inserting LoRA layers in CLIP.
An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPRW 2024].
[ICLR 2024] Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models. 🚀🚀🚀
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
[CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models.
An open source implementation of CLIP.
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
Collection of common code that's shared among different research projects in FAIR computer vision team.
Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
An official implementation of "Domain Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation", CVPR 2024.
[ICLR 2024] Continual Momentum Filtering on Parameter Space for Online Test-time Adaptation.
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Universal Adversarial Perturbations for Vision-Language Pre-trained Models
The official codes of our CVPR-2023 paper: Sharpness-Aware Gradient Matching for Domain Generalization
The official repo for CVPR2023 highlight paper "Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization".
Source code for NeurIPS paper "POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images"
CIFAR-10-Warehouse: Towards Broad and More Realistic Testbeds in Model Generalization Analysis
Message Passing Neural Networks for Molecule Property Prediction
3D Occupancy Prediction Benchmark in Autonomous Driving
The devkit of the nuScenes dataset.
😎 A curated list of awesome GitHub Profile which updates in real time