conftrace_

domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays NIPS 2024

EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography NIPS 2024

Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data NIPS 2024

Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NIPS 2024

Mind the Gap Between Prototypes and Images in Cross-domain Finetuning NIPS 2024

Improving Referring Ability for Biomedical Language Models EMNLP 2024

VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024

Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024

Aggregation and Purification: Dual Enhancement Network for Point Cloud Few-shot Segmentation IJCAI 2024

Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024

Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection EMNLP 2024

Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024

Traffic Scene Parsing through the TSP6K Dataset CVPR 2024

Active Domain Adaptation with False Negative Prediction for Object Detection CVPR 2024

Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024

Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024

Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024

NightCC: Nighttime Color Constancy via Adaptive Channel Masking CVPR 2024

RobustSAM: Segment Anything Robustly on Degraded Images CVPR 2024

Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving CVPR 2024

Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID CVPR 2024

One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models CVPR 2024

Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024

Generalized Fake Audio Detection via Deep Stable Learning INTERSPEECH 2024