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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NIPS 2024
TEA: Test-time Energy Adaptation CVPR 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NIPS 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
Part-of-Speech Tagging for Northern Kurdish COLING 2024
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024
MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024
Towards Making Learnware Specification and Market Evolvable AAAI 2024
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction AAAI 2024
Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ACL 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
Adaptive Domain Learning for Cross-domain Image Denoising NIPS 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
Robust Learning via Conditional Prevalence Adjustment WACV 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024
Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration AAAI 2024
Induced Model Matching: Restricted Models Help Train Full-Featured Models NIPS 2024
MACP: Efficient Model Adaptation for Cooperative Perception WACV 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities NIPS 2024
Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024
On Affine Homotopy between Language Encoders NIPS 2024