Starred repositories
The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning
Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"
[ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"
Official implementation of the AAAI 2022 paper "Learning Token-based Representation for Image Retrieval"
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
The open-source tool for building high-quality datasets and computer vision models
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
A method to increase the speed and lower the memory footprint of existing vision transformers.
[NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling better-reasoned decision-making for daily task planning problems.
[ICCV 2023] Binary Adapters, [AAAI 2023] FacT, [Tech report] Convpass
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
Official code for our CVPR'22 paper “Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space”
robomimic: A Modular Framework for Robot Learning from Demonstration
Implementations of SIMD instruction sets for systems which don't natively support them.
OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
A Fast and Extensible DRAM Simulator, with built-in support for modeling many different DRAM technologies including DDRx, LPDDRx, GDDRx, WIOx, HBMx, and various academic proposals. Described in the…
[ICRA 2023] Differentiable parsing and visual grounding of natural language instructions for object placement
