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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 2451–2500 of 9051 papers

TitleStatusHype
Diffusion Models for Probabilistic Deconvolution of Galaxy ImagesCode0
Direction Concentration Learning: Enhancing Congruency in Machine LearningCode0
Direct May Not Be the Best: An Incremental Evolution View of Pose GenerationCode0
Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture SynthesisCode0
A Deep Generative Artificial Intelligence system to decipher species coexistence patternsCode0
Generating Informative and Diverse Conversational Responses via Adversarial Information MaximizationCode0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?Code0
Generating Diverse and High-Quality Texts by Minimum Bayes Risk DecodingCode0
Generating Diverse and Meaningful CaptionsCode0
Toward Improving Coherence and Diversity of Slogan GenerationCode0
Global Counterfactual DirectionsCode0
Generating Diverse and Accurate Visual Captions by Comparative Adversarial LearningCode0
Generating Diverse Descriptions from Semantic GraphsCode0
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANsCode0
Generate then Refine: Data Augmentation for Zero-shot Intent DetectionCode0
Generating and Adapting to Diverse Ad-Hoc Cooperation Agents in HanabiCode0
Beyond Task Diversity: Provable Representation Transfer for Sequential Multi-Task Linear BanditsCode0
Generating Automatically Print/Scan Textures for Morphing Attack Detection ApplicationsCode0
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and DovesCode0
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-MakingCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityCode0
3D2M Dataset: A 3-Dimension diverse Mesh DatasetCode0
Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant FactorsCode0
Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision TransformersCode0
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language UnderstandingCode0
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language ModelsCode0
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data LimitationsCode0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
GDPP: Learning Diverse Generations Using Determinantal Point ProcessCode0
Beyond Aesthetics: Cultural Competence in Text-to-Image ModelsCode0
Sequential Recommendation with Controllable Diversification: Representation Degeneration and DiversityCode0
GAIT: A Geometric Approach to Information TheoryCode0
"Garbage In, Garbage Out" Revisited: What Do Machine Learning Application Papers Report About Human-Labeled Training Data?Code0
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment ClassificationCode0
GAN-GA: A Generative Model based on Genetic Algorithm for Medical Image GenerationCode0
DiffuCOMET: Contextual Commonsense Knowledge DiffusionCode0
Fully Automatic Video Colorization with Self-Regularization and DiversityCode0
Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly DetectionCode0
FuncGenFoil: Airfoil Generation and Editing Model in Function SpaceCode0
Guylingo: The Republic of Guyana Creole CorporaCode0
Beware the Black-Box: on the Robustness of Recent Defenses to Adversarial ExamplesCode0
Dissecting CLIP: Decomposition with a Schur Complement-based ApproachCode0
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing FlowCode0
A Chit-Chats Enhanced Task-Oriented Dialogue Corpora for Fuse-Motive Conversation SystemsCode0
Full-Stack Filters to Build Minimum Viable CNNsCode0
G2GT: Retrosynthesis Prediction with Graph to Graph Attention Neural Network and Self-TrainingCode0
From structure mining to unsupervised exploration of atomic octahedral networksCode0
Difficulty-aware Image Super Resolution via Deep Adaptive Dual-NetworkCode0
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