YanqiDai / IGB4MTLLinks
Official implementation of "Improvable Gap Balancing for Multi-Task Learning".
☆16Updated 2 years ago
Alternatives and similar repositories for IGB4MTL
Users that are interested in IGB4MTL are comparing it to the libraries listed below
Sorting:
- ☆12Updated 2 years ago
- [NeurIPS 2022] Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach -- Official Implementation☆45Updated 2 years ago
- The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)☆62Updated 2 months ago
- Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)☆51Updated last year
- This repository periodicly updates the MTL paper and resources☆63Updated last month
- A list of papers, codes and applications on multi-task learning.☆74Updated 5 months ago
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆97Updated last year
- Official code implementation for the paper "Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm" (CVPR…☆55Updated 4 months ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆11Updated last year
- [NeurIPS2023] Official code of "Understanding Contrastive Learning via Distributionally Robust Optimization"☆40Updated last year
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆125Updated last year
- This is the official code for the paper "Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaborati…☆11Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆88Updated 10 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆87Updated 9 months ago
- This repo is for our EMNLP2023 short paper (Findings): InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Langua…☆12Updated last year
- A curated list of awesome papers on dataset reduction, including dataset distillation (dataset condensation) and dataset pruning (coreset…☆58Updated 7 months ago
- ☆29Updated 2 years ago
- PyTorch implementation of "From Sparse to Soft Mixtures of Experts"☆62Updated 2 years ago
- PyTorch implementation of "Towards Impartial Multi-Task Learning"☆13Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆125Updated 2 weeks ago
- BM-NAS: Bilevel Multimodal Neural Architecture Search (AAAI 2022 Oral)☆19Updated 2 years ago
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆45Updated 2 years ago
- Official Implementation of paper "Distilling Long-tailed Datasets" [CVPR 2025]☆17Updated 3 weeks ago
- ☆29Updated 3 years ago
- Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)☆54Updated 2 years ago
- [ICCV 2023] Subclass-balancing contrastive learning for long-tailed recognition☆18Updated last year
- ☆67Updated 2 years ago
- A PyTorch implementation of Centered Kernel Alignment (CKA) with GPU acceleration.☆51Updated last year
- ☆27Updated 2 years ago
- ☆22Updated 8 months ago