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TitleStatusHype
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal ClassificationCode1
Multimodal Procedural Planning via Dual Text-Image PromptingCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object DetectionCode1
A Theory of Usable Information Under Computational ConstraintsCode1
Prompting Language-Informed Distribution for Compositional Zero-Shot LearningCode1
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image SegmentationCode1
Revisiting Sparse Rewards for Goal-Reaching Reinforcement LearningCode1
A comprehensive survey on deep active learning in medical image analysisCode1
Computation-Efficient Knowledge Distillation via Uncertainty-Aware MixupCode1
Analysis of Social Media Data using Multimodal Deep Learning for Disaster ResponseCode1
Spectrum Surveying: Active Radio Map Estimation with Autonomous UAVsCode1
DeepEdit: Knowledge Editing as Decoding with ConstraintsCode1
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular ResearchCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
A Controllable Model of Grounded Response GenerationCode1
Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
Coverage-based Example Selection for In-Context LearningCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Distribution-Aware Data Expansion with Diffusion ModelsCode1
Divide and Adapt: Active Domain Adaptation via Customized LearningCode1
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck ApproachCode1
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