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…
  ☆89Updated 6 months ago
• zhaohengyuan1 / Genixer
  (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator
  ☆114Updated 9 months ago
• dongyh20 / Chain-of-Spot
  Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models
  ☆100Updated last year
• hqhQAQ / Hint-GRPO
  [ICCV 2025] Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
  ☆41Updated 5 months ago
• CrossmodalGroup / LAPS
  Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment, CVPR, 2024
  ☆105Updated 6 months ago
• XLearning-SCU / 2024-ICLR-Norton
  Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]
  ☆117Updated last year
• CR400AF-A / SparseMM
  [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs
  ☆79Updated 2 months ago
• dle666 / R-CoT
  Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models
  ☆181Updated last year
• ZrrSkywalker / MAVIS
  [ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models
  ☆152Updated last year
• zhuang-li / FactualSceneGraph
  [ACL 2023 Findings] FACTUAL dataset, the textual scene graph parser trained on FACTUAL.
  ☆121Updated last month
• Hui-design / TSPO
  [AAAI 2026] ✨ TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding
  ☆108Updated last month
• sinwang20 / SIUO
  [NAACL 2025] SIUO: Cross-Modality Safety Alignment
  ☆123Updated 10 months ago
• steven-ccq / ViLAMP
  [ICML 2025] Official repository for paper "Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation"
  ☆186Updated 3 months ago
• liuzuyan / ElasticCache
  [ECCV 2024] Efficient Inference of Vision Instruction-Following Models with Elastic Cache
  ☆42Updated last year
• OpenNLPLab / FAVDBench
  [CVPR 2023] Official implementation of the paper: Fine-grained Audible Video Description
  ☆74Updated 2 years ago
• lwpyh / Awesome-MLLM-Reasoning-Collection
  A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.
  ☆359Updated last week
• OatmealLiu / FineR
  [ICLR'24] Democratizing Fine-grained Visual Recognition with Large Language Models
  ☆187Updated last year
• xiaoachen98 / Open-LLaVA-NeXT
  An open-source implementation for training LLaVA-NeXT.
  ☆428Updated last year
• ZiyuGuo99 / Thinking-while-Generating
  The first Interleaved framework for textual reasoning within the visual generation process
  ☆153Updated last month
• CircleRadon / TokenPacker
  The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025
  ☆273Updated 7 months ago
• uw-nsl / TinyV
  Your efficient and accurate answer verification system for RL training.
  ☆43Updated 6 months ago
• mashijie1028 / GenHancer
  (ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.
  ☆75Updated 6 months ago
• AI4Phys / SeePhys
  [NeurIPS 2025] Official implementation for the paper "SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning"
  ☆47Updated 3 months ago
• OPPOMKLab / u-LLaVA
  u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model
  ☆134Updated 8 months ago
• fletcherjiang / LLMEPET
  [MM'24 Oral] Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval
  ☆130Updated last year
• shihongl1998 / LLM-as-a-blackbox-optimizer
  ☆69Updated 9 months ago
• dirtycomputer / O2M_attack
  ☆70Updated last year
• niejiahao1998 / MMRel
  ☆31Updated last year
• ZJU-REAL / GUI-G2
  [AAAI 2026] GUI-G²: Gaussian Reward Modeling for GUI Grounding
  ☆246Updated last month
• luogen1996 / RepAdapter
  Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".
  ☆184Updated last year