domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Domain Aligned CLIP for Few-Shot Classification WACV 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images WACV 2024

From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models ACL 2024

Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data WACV 2024

DDAM-PS: Diligent Domain Adaptive Mixer for Person Search WACV 2024

Controllable Image Synthesis of Industrial Data Using Stable Diffusion WACV 2024

Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024

Efficient Domain Adaptation for Non-Autoregressive Machine Translation ACL 2024

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024

Single-to-Dual-View Adaptation for Egocentric 3D Hand Pose Estimation CVPR 2024

Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024

DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval ACL 2024

Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024

Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models NIPS 2024

Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024

Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024

L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NIPS 2024

ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024

ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection From RGB-Thermal Drone Imagery WACV 2024

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024

Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024

Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System EMNLP 2024