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TitleStatusHype
ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object DetectionCode4
Large Language Models Are Human-Level Prompt EngineersCode3
WhisperNER: Unified Open Named Entity and Speech RecognitionCode3
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World KnowledgeCode2
Active Generalized Category DiscoveryCode2
β-DPO: Direct Preference Optimization with Dynamic βCode2
Self-supervised Dataset Distillation: A Good Compression Is All You NeedCode2
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam GenerationCode2
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck ApproachCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-informationCode1
Computation-Efficient Knowledge Distillation via Uncertainty-Aware MixupCode1
A comprehensive survey on deep active learning in medical image analysisCode1
Learning to Navigate for Fine-grained ClassificationCode1
Few-Shot Learning for Opinion SummarizationCode1
Estimating informativeness of samples with Smooth Unique InformationCode1
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model InferenceCode1
Causality-Inspired Fair Representation Learning for Multimodal RecommendationCode1
Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature VisualizationCode1
BEAMetrics: A Benchmark for Language Generation Evaluation EvaluationCode1
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Bridging and Modeling Correlations in Pairwise Data for Direct Preference OptimizationCode1
Graph Prototypical Networks for Few-shot Learning on Attributed NetworksCode1
ICYM2I: The illusion of multimodal informativeness under missingnessCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Capturing Global Informativeness in Open Domain Keyphrase ExtractionCode1
Dataset Factorization for CondensationCode1
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active LearningCode1
Distributional Sliced-Wasserstein and Applications to Generative ModelingCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
A Controllable Model of Grounded Response GenerationCode1
Coverage-based Example Selection for In-Context LearningCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
A Theory of Usable Information Under Computational ConstraintsCode1
Analysis of Social Media Data using Multimodal Deep Learning for Disaster ResponseCode1
DeepEdit: Knowledge Editing as Decoding with ConstraintsCode1
Divide and Adapt: Active Domain Adaptation via Customized LearningCode1
DTELS: Towards Dynamic Granularity of Timeline SummarizationCode1
EvalRS 2023. Well-Rounded Recommender Systems For Real-World DeploymentsCode1
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-AttentionCode1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationCode1
BARTScore: Evaluating Generated Text as Text GenerationCode1
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive TasksCode1
Dataset Distillation via FactorizationCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular ResearchCode1
Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesCode1
Distribution-Aware Data Expansion with Diffusion ModelsCode1
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