Alternatives and similar repositories for APR

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

• HashmatShadab / Robust-LLaVA
  Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models
  ☆23Updated 6 months ago
• Muhammad-Huzaifaa / ObjectCompose
  [ACCV 2024] ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes 🚀🚀🚀
  ☆37Updated 6 months ago
• Muzammal-Naseer / DCViT-AT
  Official repository for "Boosting Adversarial Transferability using Dynamic Cues " (ICLR 2023)
  ☆20Updated last year
• HashmatShadab / MambaRobustness
  [CVPRW 2025] Official repository of paper titled "Towards Evaluating the Robustness of Visual State Space Models"
  ☆24Updated 2 months ago
• ShahinaKK / LWI-VMS
  Learnable Weight Initialization for Volumetric Medical Image Segmentation [Elsevier AIM2024]
  ☆22Updated 9 months ago
• HashmatShadab / Robustness-of-Volumetric-Medical-Segmentation-Models
  [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models
  ☆14Updated 9 months ago
• umair1221 / AgriCLIP
  A code
  ☆15Updated 6 months ago
• Razaimam45 / TTL-Test-Time-Low-Rank-Adaptation
  Official code repository of paper titled "Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Visio…
  ☆28Updated 2 months ago
• VIROBO-15 / XM-GAN
  [MICCAI 2023][Early Accept] Official code repository of paper titled "Cross-modulated Few-shot Image Generation for Colorectal Tissue Cla…
  ☆48Updated last year
• rohit901 / VANE-Bench
  [NAACL'25] Contains code and documentation for our VANE-Bench paper.
  ☆15Updated 4 months ago
• Mehrdad-Noori / WATT
  [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP
  ☆53Updated 10 months ago
• jameelhassan / PromptAlign
  [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
  ☆106Updated last year
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆66Updated 6 months ago
• abdohelmy / D-3Former
  Official repository of paper titled "D3Former: Debiased Dual Distilled Transformer for Incremental Learning".
  ☆25Updated 2 years ago
• Bala93 / CLIPCalib
  Model calibration in CLIP Adapters
  ☆18Updated 11 months ago
• jusiro / CLAP
  [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…
  ☆75Updated 2 months ago
• Muhammad-Ibraheem-Siddiqui / PerSense
  [BMVC 2025] Official Implementation of the paper "PerSense: Personalized Instance Segmentation in Dense Images"
  ☆25Updated last week
• jmiemirza / LaFTer
  LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)
  ☆29Updated last year
• muzairkhattak / ProText
  [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".
  ☆111Updated 7 months ago
• ShuvenduRoy / CoPrompt
  [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models
  ☆78Updated last year
• fahadshamshad / deep-facial-privacy-prior
  [ECCVW 2024 -- ORAL] Official repository of paper titled "Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors".
  ☆12Updated 9 months ago
• mala-lab / NegPrompt
  The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"
  ☆57Updated last year
• zhyblue424 / TGA-ZSR
  (NeurIPS 2024)Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
  ☆13Updated 3 weeks ago
• FarinaMatteo / zero
  [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!
  ☆52Updated 4 months ago
• zycheiheihei / Transferable-Visual-Prompting
  [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…
  ☆44Updated 7 months ago
• kdiAAA / TDA
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆102Updated last year
• mbzuai-oryx / ARB
  ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark
  ☆15Updated 2 months ago
• ExplainableML / WaffleCLIP
  Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…
  ☆57Updated 2 years ago
• elaine-sui / TPS
  ☆19Updated 9 months ago
• akhtarvision / weather-regional
  ☆11Updated 9 months ago