gszfwsb / Awesome-Dataset-ReductionLinks
A curated list of awesome papers on dataset reduction, including dataset distillation (dataset condensation) and dataset pruning (coreset selection).
☆59Updated 11 months ago
Alternatives and similar repositories for Awesome-Dataset-Reduction
Users that are interested in Awesome-Dataset-Reduction are comparing it to the libraries listed below
Sorting:
- ☆55Updated last year
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Updated last year
- MokA: Multimodal Low-Rank Adaptation for MLLMs☆62Updated last week
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key☆97Updated last month
- ☆154Updated 10 months ago
- Code for our ICML'24 on multimodal dataset distillation☆43Updated last year
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆60Updated 6 months ago
- A paper list of Awesome Latent Space.☆276Updated last week
- 关于LLM和Multimodal LLM的paper list☆52Updated last week
- Survey: https://arxiv.org/pdf/2507.20198☆269Updated 3 weeks ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆234Updated 2 months ago
- Code release for VTW (AAAI 2025 Oral)☆65Updated 2 months ago
- Paper List of Inference/Test Time Scaling/Computing☆338Updated 4 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆103Updated last week
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆180Updated 3 months ago
- Official codebase for the paper Latent Visual Reasoning☆76Updated 2 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆234Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆99Updated last year
- One-shot Entropy Minimization☆187Updated 6 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆80Updated 2 months ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆42Updated 7 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Updated last year
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆45Updated 4 months ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆53Updated 11 months ago
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆104Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆127Updated 4 months ago
- Provide .bst files for NeurIPS latex template☆49Updated 8 months ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆108Updated 4 months ago
- [NeurIPS25 Spotlight] EMPO, A Fully Unsupervised RLVR Method☆90Updated last month
- MAT: Multi-modal Agent Tuning 🔥 ICLR 2025 (Spotlight)☆81Updated 3 weeks ago