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Domain Adaptation
8656 directly classified papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
QueStER: Query Specification for Generative Keyword-Based Retrieval
EACL 2026
Bootstrapping Embeddings for Low Resource Languages
EACL 2026
TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection
WACV 2026
DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models
WACV 2026
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification
WACV 2026
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition
WACV 2026
Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood
WACV 2026
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis
EACL 2026
TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems
AAAI 2026
Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings
EACL 2026
Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios
EACL 2026
Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection
WACV 2026
No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR
EACL 2026
Adapting Vision-Language Models for E-commerce Understanding at Scale
EACL 2026
From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes
EACL 2026
QalamID at AbjadAuthorID Shared Task: Morphology Matters, A Hybrid Ensemble for Arabic Authorship Attribution
EACL 2026
Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
EACL 2026
PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit
WACV 2026
Grounding Degradations in Natural Language for All-In-One Video Restoration
WACV 2026
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
WACV 2026
Codebook Knowledge with Mamba-Transformer For Low-Light Image Enhancement
WACV 2026
Logit-Adjusted Test-Time Adaptation under Partial Class Imbalance
WACV 2026
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning
WACV 2026
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning
WACV 2026
GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts
WACV 2026
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