Alternatives and similar repositories for AdaptGuard

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

• TomSheng21 / tta-vlm
  [NeurIPS 2025 Datasets & Benchmarks Track] The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
  ☆22Updated last week
• TomSheng21 / R-TPT
  CVPR 2025 - R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning
  ☆16Updated 2 months ago
• mrflogs / CraFT
  Official code for ICML 2024 paper, "Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models"
  ☆19Updated last year
• OPTML-Group / ILM-VP
  [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…
  ☆53Updated 2 years ago
• tim-learn / UEO
  ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"
  ☆18Updated last year
• zhangmarvin / memo
  ☆68Updated 2 years ago
• yuyongcan / STAMP
  The official repository of ECCV 2024 paper "Outlier-Aware Test-time Adaptation with Stable Memory Replay"
  ☆17Updated 4 months ago
• inspire-group / tta_risk
  ☆14Updated 2 years ago
• vanillaer / CPL-ICML2024
  [ICML 2024] Offical code repo for ICML2024 paper "Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with …
  ☆31Updated last year
• cvlab-columbia / ZSRobust4FoundationModel
  ☆43Updated 2 years ago
• YuheD / awesome-model-transferability-estimation
  A collection of model transferability estimation methods.
  ☆28Updated last year
• YuheD / ProxyMix
  NN 2023
  ☆22Updated 2 years ago
• mrflogs / ICLR24
  Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"
  ☆83Updated last year
• yuyongcan / Benchmark-TTA
  ☆64Updated last year
• tmlr-group / SCT
  [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"
  ☆14Updated last year
• thuml / CLIPood
  About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864
  ☆68Updated 2 years ago
• Sxing2 / CLIP-Test-time-Counterattacks
  [CVPR-25🔥] Test-time Counterattacks (TTC) towards adversarial robustness of CLIP
  ☆33Updated 4 months ago
• Jhyun17 / DeYO
  ☆25Updated last year
• ml-stat-Sustech / CLIP_Calibration
  [ICML'24] Open-Vocabulary Calibration for Fine-tuned CLIP
  ☆15Updated last year
• justincui03 / dc_benchmark
  ☆87Updated 2 years ago
• XueJiang16 / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆28Updated last year
• zugexiaodui / VPTinNSforCL
  Visual Prompt Tuning in Null Space for Continual Learning (NeurIPS 2024)
  ☆19Updated last year
• FarinaMatteo / zero
  [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!
  ☆57Updated 7 months ago
• elaine-sui / TPS
  ☆20Updated last year
• zhuohuangai / SharpDRO
  Code for CVPR 2023 Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
  ☆13Updated 2 years ago
• ZFancy / DivOE
  [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"
  ☆11Updated 2 years ago
• deeplearning-wisc / react
  Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"
  ☆55Updated 3 years ago
• saic-fi / Bayesian-Prompt-Learning
  [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization
  ☆37Updated 2 years ago
• TreeLLi / APT
  One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models
  ☆56Updated 10 months ago
• BatsResearch / menghini-neurips23-code
  Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.
  ☆50Updated 11 months ago