Alternatives and similar repositories for From-Redundancy-to-Relevance

Users that are interested in From-Redundancy-to-Relevance are comparing it to the libraries listed below

• Baiqi-Li / NaturalBench
  🚀 [NeurIPS24] Make Vision Matter in Visual-Question-Answering (VQA)! Introducing NaturalBench, a vision-centric VQA benchmark (NeurIPS'2…
  ☆87Updated 3 months ago
• zhaohengyuan1 / Genixer
  (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator
  ☆114Updated 6 months ago
• dongyh20 / Chain-of-Spot
  Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models
  ☆96Updated last year
• XLearning-SCU / 2024-ICLR-Norton
  Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]
  ☆117Updated last year
• hqhQAQ / Hint-GRPO
  [ICCV 2025] Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
  ☆35Updated 3 months ago
• CR400AF-A / SparseMM
  [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs
  ☆74Updated 3 months ago
• liuzuyan / ElasticCache
  [ECCV 2024] Efficient Inference of Vision Instruction-Following Models with Elastic Cache
  ☆42Updated last year
• steven-ccq / ViLAMP
  [ICML 2025] Official repository for paper "Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation"
  ☆177Updated last week
• zhuang-li / FactualSceneGraph
  [ACL 2023 Findings] FACTUAL dataset, the textual scene graph parser trained on FACTUAL.
  ☆116Updated 3 months ago
• CrossmodalGroup / LAPS
  Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment, CVPR, 2024
  ☆99Updated 3 months ago
• lwpyh / Awesome-MLLM-Reasoning-Collection
  A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.
  ☆307Updated last month
• dle666 / R-CoT
  Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models
  ☆180Updated 11 months ago
• sinwang20 / SIUO
  [NAACL 2025] SIUO: Cross-Modality Safety Alignment
  ☆115Updated 8 months ago
• uw-nsl / TinyV
  Your efficient and accurate answer verification system for RL training.
  ☆40Updated 3 months ago
• OpenNLPLab / FAVDBench
  [CVPR 2023] Official implementation of the paper: Fine-grained Audible Video Description
  ☆74Updated last year
• mashijie1028 / GenHancer
  (ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.
  ☆72Updated 3 months ago
• ZrrSkywalker / MAVIS
  [ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models
  ☆151Updated 10 months ago
• shihongl1998 / LLM-as-a-blackbox-optimizer
  ☆69Updated 6 months ago
• fletcherjiang / LLMEPET
  [MM'24 Oral] Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval
  ☆130Updated last year
• xiaoachen98 / Open-LLaVA-NeXT
  An open-source implementation for training LLaVA-NeXT.
  ☆422Updated 11 months ago
• OatmealLiu / FineR
  [ICLR'24] Democratizing Fine-grained Visual Recognition with Large Language Models
  ☆183Updated last year
• ZLKong / Awesome-Collection-Token-Reduction
  A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI
  ☆171Updated last month
• OPPOMKLab / u-LLaVA
  u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model
  ☆134Updated 5 months ago
• AI4Phys / SeePhys
  [NeurIPS 2025] Official implementation for the paper "SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning"
  ☆44Updated 2 weeks ago
• showlab / LOVA3
  (NeurIPS 2024) Official PyTorch implementation of LOVA3
  ☆90Updated 6 months ago
• dirtycomputer / O2M_attack
  ☆70Updated 9 months ago
• CircleRadon / TokenPacker
  The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025
  ☆269Updated 4 months ago
• ZJU-REAL / GUI-G2
  A Gaussian dense reward framework for GUI grounding training
  ☆228Updated last month
• lwpyh / ProMaC_code
  [NeurIPS'24] Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
  ☆63Updated 10 months ago
• whwu95 / GPT4Vis
  GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
  ☆184Updated last year