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domain adaptation

4595 papers

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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

Propensity Score Alignment of Unpaired Multimodal Data NIPS 2024
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training NIPS 2024
DDK: Distilling Domain Knowledge for Efficient Large Language Models NIPS 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners NIPS 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NIPS 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain NIPS 2024
Scene Graph Generation with Role-Playing Large Language Models NIPS 2024
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior NIPS 2024
DiffuBox: Refining 3D Object Detection with Point Diffusion NIPS 2024
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation NIPS 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers NIPS 2024
UNIT: Unifying Image and Text Recognition in One Vision Encoder NIPS 2024
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection NIPS 2024
Any2Policy: Learning Visuomotor Policy with Any-Modality NIPS 2024
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection NIPS 2024
AED: Adaptable Error Detection for Few-shot Imitation Policy NIPS 2024
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning NIPS 2024
Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation NIPS 2024
From Similarity to Superiority: Channel Clustering for Time Series Forecasting NIPS 2024
YNU-HPCC at SemEval-2024 Task 5: Regularized Legal-BERT for Legal Argument Reasoning Task in Civil Procedure NAACL 2024
Fine-Tuning is Fine, if Calibrated NIPS 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques NAACL 2024
Historical Test-time Prompt Tuning for Vision Foundation Models NIPS 2024
On $f$-Divergence Principled Domain Adaptation: An Improved Framework NIPS 2024
Transferring disentangled representations: bridging the gap between synthetic and real images NIPS 2024