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Papers
Robust Transfer Learning With Side Information
UAI 2026
Scale Is All You Need: Analyzing Modality Interaction and Speaker Intent Without Fine-Tuning
EACL 2026
Scaling Towards the Information Boundary of Instructions through Data Synthesizing
AAAI 2026
Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning
AAAI 2026
Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract)
AAAI 2026
Short-form verbal arts as a speech data resource in the field
EACL 2026
SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection
AAAI 2026
Stabilizing Feature Geometry in Noisy Pretrained Models for Robust Downstream Tasks
CVPR 2026
StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection
EACL 2026
Subspace-Guided Knowledge Distillation for Efficient Model Transfer
WACV 2026
SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition
AAAI 2026
Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract)
AAAI 2026
Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks
AAAI 2026
Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings
EACL 2026
Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation
AAAI 2026
Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring
EACL 2026
Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script
ACL 2026
Towards Data-Efficient Deep Learning for RNA 3D Structure Prediction and Design
AAAI 2026
Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score
WACV 2026
Towards Generalist Robot Learning from Internet Video: A Survey (Abstract Reprint)
AAAI 2026
Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs
AAAI 2026
Transferable Graph Condensation from the Causal Perspective
AAAI 2026
Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization
AAAI 2026
Transfer Conformal Predictive Inference for Regression
JMLR 2026
Transfer Learning via Regularized Random-effects Linear Discriminant Analysis
JMLR 2026