Alternatives and similar repositories for UFG-NCD

Users that are interested in UFG-NCD are comparing it to the libraries listed below

• TPCD / DCCL
  ☆36Updated last year
• Visual-AI / SPTNet
  The official repository for ICLR2024 paper "SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Pr…
  ☆31Updated 3 months ago
• TJU-sjyj / AMU-Tuning
  ☆48Updated last year
• AtsuMiyai / LoCoOp
  [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning
  ☆96Updated last week
• CVMI-Lab / SimGCD
  (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study
  ☆111Updated last year
• vladan-stojnic / ZLaP
  Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)
  ☆39Updated 11 months ago
• jmiemirza / LaFTer
  LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)
  ☆29Updated last year
• ArsenalCheng / Meta-Adapter
  [NeurIPS 2023] Meta-Adapter
  ☆49Updated last year
• fistyee / MDCS
  🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]
  ☆30Updated 8 months ago
• YBZh / DMN
  CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
  ☆76Updated last year
• mrflogs / SHIP
  Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"
  ☆101Updated last year
• MarcLafon / gallop
  Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.
  ☆45Updated this week
• sheng-eatamath / PromptCAL
  Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…
  ☆45Updated 2 years ago
• YCaigogogo / CODER
  ☆21Updated last year
• Visual-AI / PromptCCD
  The official repository for ECCV2024 paper "PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery"
  ☆22Updated 3 months ago
• Koorye / DePT
  [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"
  ☆106Updated last month
• kdiAAA / TDA
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆101Updated last year
• mala-lab / NegPrompt
  The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"
  ☆56Updated last year
• enguangW / GET
  GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery （CVPR2025）
  ☆22Updated 3 months ago
• rain305f / TIDA
  [NeurIPS 2023] Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning
  ☆16Updated last year
• HotanLee / DeFT
  The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors
  ☆16Updated 3 months ago
• AtsuMiyai / Awesome-OOD-VLM
  Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]
  ☆91Updated last month
• mzhaoshuai / RLCF
  [ICLR 2024] Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models.
  ☆82Updated 11 months ago
• zhyx12 / CRCo
  ☆34Updated 2 years ago
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆64Updated 6 months ago
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆35Updated 6 months ago
• htyao89 / Textual-based_Class-aware_prompt_tuning
  ☆24Updated last year
• KU-VGI / PriViLege
  [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
  ☆51Updated 10 months ago
• mainaksingha01 / ODG-CLIP
  ☆20Updated last year
• ThalesGroup / pim-generalized-category-discovery
  Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"
  ☆16Updated last year