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Transfer Learning

8,078 papers

Papers per year

Papers

Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond NIPS 2024
Off-Policy Selection for Initiating Human-Centric Experimental Design NIPS 2024
Adversarially Robust Multi-task Representation Learning NIPS 2024
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm NIPS 2024
Data curation via joint example selection further accelerates multimodal learning NIPS 2024
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing AAAI 2024
Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024
Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer AAAI 2024
MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music AAAI 2024
An Empirical Study of CLIP for Text-Based Person Search AAAI 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
Domain-Controlled Prompt Learning AAAI 2024
A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection AAAI 2024
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024
Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Frozen CLIP Transformer Is an Efficient Point Cloud Encoder AAAI 2024
Transferable Video Moment Localization by Moment-Guided Query Prompting AAAI 2024
Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning AAAI 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024