SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1250 of 9051 papers

TitleStatusHype
Generative Category-Level Shape and Pose Estimation with Semantic PrimitivesCode1
IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News ArticlesCode1
C^2: Scalable Auto-Feedback for LLM-based Chart GenerationCode1
CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and OptimizationCode1
Generating images of rare concepts using pre-trained diffusion modelsCode1
Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoECode1
Cross-Covariate Gait Recognition: A BenchmarkCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
Cross-Domain Feature Augmentation for Domain GeneralizationCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
KERPLE: Kernelized Relative Positional Embedding for Length ExtrapolationCode1
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code ContributionsCode1
Keyphrase Generation with Cross-Document AttentionCode1
ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid MotionsCode1
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake DetectionCode1
An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue GenerationCode1
KonIQ-10k: Towards an ecologically valid and large-scale IQA databaseCode1
Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin TonesCode1
Generative Data Augmentation for Aspect Sentiment Quad PredictionCode1
Generative Meta-Learning Robust Quality-Diversity PortfolioCode1
Generating Object StampsCode1
Language and Speech Technology for Central Kurdish VarietiesCode1
Language-Grounded Indoor 3D Semantic Segmentation in the WildCode1
Building a Conversational Agent Overnight with Dialogue Self-PlayCode1
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User SimulatorCode1
Generating Smooth Pose Sequences for Diverse Human Motion PredictionCode1
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load ForecastingCode1
An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text GenerationCode1
Curriculum-guided Hindsight Experience ReplayCode1
AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill DiversificationCode1
D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data PruningCode1
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
DALNet: A Rail Detection Network Based on Dynamic Anchor LineCode1
Beyond Trivial Counterfactual Explanations with Diverse Valuable ExplanationsCode1
An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet SpaceCode1
An End-to-End Multi-Task Learning Model for Image-based Table RecognitionCode1
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic ModelsCode1
A Closer Look at Machine Unlearning for Large Language ModelsCode1
Dance with You: The Diversity Controllable Dancer Generation via Diffusion ModelsCode1
Dan: Deep attention neural network for news recommendationCode1
Bias Loss for Mobile Neural NetworksCode1
DART: Articulated Hand Model with Diverse Accessories and Rich TexturesCode1
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning GraphCode1
Generating Highly Designable Proteins with Geometric Algebra Flow MatchingCode1
Data Augmentation Approaches in Natural Language Processing: A SurveyCode1
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIVCode1
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D DetectionCode1
Learning Diverse Risk Preferences in Population-based Self-playCode1
General Virtual Sketching Framework for Vector Line ArtCode1
Show:102550
← PrevPage 25 of 182Next →

No leaderboard results yet.