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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 3651–3700 of 9051 papers

TitleStatusHype
Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering—0
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model—0
Pattern-Aware Chain-of-Thought Prompting in Large Language Models—0
Understanding attention-based encoder-decoder networks: a case study with chess scoresheet recognition—0
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items—0
Qualitative Approaches to Voice UX—0
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
Fidelitous Augmentation of Human Accelerometric Data for Deep Learning—0
A Survey on Self-Evolution of Large Language Models—0
Towards Multi-Morphology Controllers with Diversity and Knowledge DistillationCode0
Collaborative Perception Datasets in Autonomous Driving: A Survey—0
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation—0
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction—0
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches—0
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation—0
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding—0
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning—0
DragTraffic: Interactive and Controllable Traffic Scene Generation for Autonomous Driving—0
Language-Driven Active Learning for Diverse Open-Set 3D Object DetectionCode0
Parameter Efficient Diverse Paraphrase Generation Using Sequence-Level Knowledge Distillation—0
Sentiment-oriented Transformer-based Variational Autoencoder Network for Live Video CommentingCode0
How Population Diversity Influences the Efficiency of Crossover—0
ProTA: Probabilistic Token Aggregation for Text-Video Retrieval—0
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction—0
Evaluating AI for Law: Bridging the Gap with Open-Source Solutions—0
Enhance Robustness of Language Models Against Variation Attack through Graph Integration—0
Understanding the genetic basis of variation in meiotic recombination: past, present, and future—0
Tailoring Generative Adversarial Networks for Smooth Airfoil Design—0
Global Counterfactual DirectionsCode0
ParaFusion: A Large-Scale LLM-Driven English Paraphrase Dataset Infused with High-Quality Lexical and Syntactic Diversity—0
One-Shot Sequential Federated Learning for Non-IID Data by Enhancing Local Model DiversityCode0
On the Scalability of GNNs for Molecular Graphs—0
Consisaug: A Consistency-based Augmentation for Polyp Detection in Endoscopy Image AnalysisCode0
The dynamics of diversity on corporate boards—0
IMIL: Interactive Medical Image Learning Framework—0
Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection—0
LMEraser: Large Model Unlearning through Adaptive Prompt TuningCode0
Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem—0
Runtime Analysis of Evolutionary Diversity Optimization on the Multi-objective (LeadingOnes, TrailingZeros) Problem—0
CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language PromptingCode0
Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition—0
Gaussian Splatting Decoder for 3D-aware Generative Adversarial Networks—0
AAVDiff: Experimental Validation of Enhanced Viability and Diversity in Recombinant Adeno-Associated Virus (AAV) Capsids through Diffusion Generation—0
MAD Speech: Measures of Acoustic Diversity of Speech—0
Promoting the linguistic diversity of TEI in the Maghreb and the Arab region—0
Incubating Text Classifiers Following User Instruction with Nothing but LLMCode0
Optimization of Prompt Learning via Multi-Knowledge Representation for Vision-Language ModelsCode0
DESTEIN: Navigating Detoxification of Language Models via Universal Steering Pairs and Head-wise Activation FusionCode0
Measuring Diversity of Game Scenarios—0
Taming Latent Diffusion Model for Neural Radiance Field Inpainting—0
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