Alternatives and similar repositories for villa

Users that are interested in villa are comparing it to the libraries listed below

• HenryHZY / VL-PET
  [ICCV2023] Official code for "VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control"
  ☆52Updated 2 years ago
• GasolSun36 / MVP
  Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
  ☆23Updated last year
• MIV-XJTU / FLAME
  [CVPR 2025] PyTorch implementation of paper "FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training"
  ☆32Updated 5 months ago
• lezhang7 / Enhance-FineGrained
  [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding
  ☆53Updated 8 months ago
• palchenli / VL-Instruction-Tuning
  ☆91Updated 2 years ago
• FreedomIntelligence / TRIM
  We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…
  ☆19Updated last year
• Shengcao-Cao / groundLMM
  Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision
  ☆41Updated last month
• tripletclip / TripletCLIP
  [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"
  ☆46Updated last year
• codezakh / LilT
  [ICLR 23] Contrastive Aligned of Vision to Language Through Parameter-Efficient Transfer Learning
  ☆40Updated 2 years ago
• JieShibo / MemVP
  [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning
  ☆50Updated last year
• UCSC-VLAA / CLIPS
  An Enhanced CLIP Framework for Learning with Synthetic Captions
  ☆37Updated 7 months ago
• archiki / RepARe
  ☆21Updated 2 years ago
• RERV / UniAdapter
  [ICLR2024] The official implementation of paper "UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling", by …
  ☆77Updated last year
• zhjohnchan / SK-VG
  [CVPR-2023] The official dataset of Advancing Visual Grounding with Scene Knowledge: Benchmark and Method.
  ☆32Updated 2 years ago
• yangbang18 / MultiCapCLIP
  (ACL'2023) MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning
  ☆36Updated last year
• heliossun / SQ-LLaVA
  Visual self-questioning for large vision-language assistant.
  ☆45Updated 4 months ago
• iancovert / locality-alignment
  ☆53Updated 10 months ago
• TencentARC / GVT
  Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".
  ☆58Updated 2 years ago
• jeykigung / HiCLIP
  ☆30Updated 2 years ago
• arijitray1993 / COLA
  COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!
  ☆25Updated last year
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆48Updated last year
• NMS05 / Patch-Aligned-Contrastive-Learning
  ☆23Updated 2 years ago
• yuxiaochen1103 / FDT
  ☆62Updated 2 years ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆57Updated last year
• Zi-hao-Wei / Efficient-Vision-Language-Pre-training-by-Cluster-Masking
  [CVPR 2024] Improving language-visual pretraining efficiency by perform cluster-based masking on images.
  ☆29Updated last year
• mlvlab / DAPT
  Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)
  ☆43Updated 2 years ago
• Han-Zongbo / Skip-n
  This repository contains the code of our paper 'Skip \n: A simple method to reduce hallucination in Large Vision-Language Models'.
  ☆14Updated last year
• shubhamprshr27 / NeglectedTailsVLM
  This repository houses the code for the paper - "The Neglected of VLMs"
  ☆29Updated 7 months ago
• amazon-science / camml
  CaMML:Context-Aware MultiModal Learner for Large Models (ACL 2024 SAC Award)
  ☆15Updated 6 months ago
• chuangchuangtan / LLaVA-NeXT-Image-Llama3-Lora
  LLaVA-NeXT-Image-Llama3-Lora, Modified from https://github.com/arielnlee/LLaVA-1.6-ft
  ☆45Updated last year