conftrace_

robust fine-tuning

9 papers

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Also known as

RFT

Co-occurring keywords · papers mentioning both

vision-language model (3) distribution shift (3) out-of-distribution generalization (3) zero-shot classification (2) multimodal learning (2) domain generalization (2) adversarial robustness (2) uniformity alignment (1) semantic anchor (1) label correction (1)

Papers

TANGO: Text-Anchored Guided Optimization for Robust Fine-tuning Vision-Language Models under Label Noise CVPR 2026 Directional Gradient Projection for Robust Fine-Tuning of Foundation Models ICLR 2025 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025 AutoLoRa: An Automated Robust Fine-Tuning Framework ICLR 2024 Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance ICLR 2024 Towards Calibrated Robust Fine-Tuning of Vision-Language Models NeurIPS 2024 Fast Trainable Projection for Robust Fine-tuning NeurIPS 2023 Geodesic Multi-Modal Mixup for Robust Fine-Tuning NeurIPS 2023 InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021