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Informativeness

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Showing 51–100 of 735 papers

TitleStatusHype
ProGen: Progressive Zero-shot Dataset Generation via In-context FeedbackCode1
Spectral ProbingCode1
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active LearningCode1
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-AttentionCode1
Robust Information Bottleneck for Task-Oriented Communication with Digital ModulationCode1
MetAug: Contrastive Learning via Meta Feature AugmentationCode1
Spectrum Surveying: Active Radio Map Estimation with Autonomous UAVsCode1
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal ClassificationCode1
Towards Robust Bisimulation Metric LearningCode1
BEAMetrics: A Benchmark for Language Generation Evaluation EvaluationCode1
SumPubMed: Summarization Dataset of PubMed Scientific ArticlesCode1
BARTScore: Evaluating Generated Text as Text GenerationCode1
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active LearningCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck ApproachCode1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationCode1
Estimating informativeness of samples with Smooth Unique InformationCode1
Computation-Efficient Knowledge Distillation via Uncertainty-Aware MixupCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature VisualizationCode1
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive LearningCode1
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model InferenceCode1
Graph Prototypical Networks for Few-shot Learning on Attributed NetworksCode1
A Controllable Model of Grounded Response GenerationCode1
Few-Shot Learning for Opinion SummarizationCode1
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking ConversationsCode1
Capturing Global Informativeness in Open Domain Keyphrase ExtractionCode1
Analysis of Social Media Data using Multimodal Deep Learning for Disaster ResponseCode1
A Theory of Usable Information Under Computational ConstraintsCode1
Distributional Sliced-Wasserstein and Applications to Generative ModelingCode1
Syntactically Look-Ahead Attention Network for Sentence CompressionCode1
Learning to Navigate for Fine-grained ClassificationCode1
Multi-Agent Retrieval-Augmented Framework for Evidence-Based Counterspeech Against Health Misinformation—0
LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Movie Recommendation—0
Dynamic Bandwidth Allocation for Hybrid Event-RGB Transmission—0
Multi-Preference Lambda-weighted Listwise DPO for Dynamic Preference AlignmentCode0
CuRe: Cultural Gaps in the Long Tail of Text-to-Image SystemsCode0
Image Reconstruction as a Tool for Feature Analysis—0
Investigating the Impact of Word Informativeness on Speech Emotion Recognition—0
Assumption-free stability for ranking problems—0
ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase GenerationCode0
Understanding while Exploring: Semantics-driven Active Mapping—0
Directed Homophily-Aware Graph Neural Network—0
Limits of Disclosure in Search Markets—0
OASIS: Online Sample Selection for Continual Visual Instruction Tuning—0
CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement—0
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning—0
Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation QualityCode0
Laplace Sample Information: Data Informativeness Through a Bayesian LensCode0
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