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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 1751–1800 of 9051 papers

TitleStatusHype
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs—0
Generating Automatically Print/Scan Textures for Morphing Attack Detection ApplicationsCode0
Ancestral Reinforcement Learning: Unifying Zeroth-Order Optimization and Genetic Algorithms for Reinforcement Learning—0
Barbie: Text to Barbie-Style 3D AvatarsCode1
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form Text—0
BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis—0
Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge—0
When Prompting Fails to Sway: Inertia in Moral and Value Judgments of Large Language ModelsCode0
PEDAL: Enhancing Greedy Decoding with Large Language Models using Diverse Exemplars—0
Historical Printed Ornaments: Dataset and Tasks—0
Online Behavior Modification for Expressive User Control of RL-Trained Robots—0
Accelerated Image-Aware Generative Diffusion Modeling—0
Confidence-weighted integration of human and machine judgments for superior decision-makingCode0
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws—0
EXPLAIN, AGREE, LEARN: Scaling Learning for Neural Probabilistic Logic—0
DIVE: Towards Descriptive and Diverse Visual Commonsense GenerationCode0
DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World—0
Novel Methods for Analyzing Cellular Interactions in Deep Learning-Based Image Cytometry: Spatial Interaction Potential and Co-Localization Index—0
Coordinated Spectral Efficiency Prediction for Real-World 5G CoMP Systems—0
Unsupervised Stereo Matching Network For VHR Remote Sensing Images Based On Error PredictionCode0
A systematic dataset generation technique applied to data-driven automotive aerodynamics—0
Leveraging Perceptual Scores for Dataset Pruning in Computer Vision Tasks—0
Large Language Models Know What Makes Exemplary Contexts—0
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents—0
Diffusion Model for Slate Recommendation—0
Chirped DFT-s-OFDM: A new single-carrier waveform with enhanced LMMSE noise suppression—0
On a Scale-Invariant Approach to Bundle Recommendations in Candy Crush Saga—0
Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models—0
SkillMimic: Learning Basketball Interaction Skills from DemonstrationsCode3
Improving Structural Diversity of Blackbox LLMs via Chain-of-Specification Prompting—0
Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in GamesCode0
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM—0
Facilitating bootstrapped and rarefaction-based microbiome diversity analysis with q2-bootsCode0
P3: A Policy-Driven, Pace-Adaptive, and Diversity-Promoted Framework for data pruning in LLM Training—0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
How Well Do LLMs Identify Cultural Unity in Diversity?Code0
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy and Novel Ensemble Method—0
LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial DescriptionCode0
Investigating a Benchmark for Training-set free Evaluation of Linguistic Capabilities in Machine Reading Comprehension—0
Artificial Intelligence in Election Campaigns: Perceptions, Penalties, and Implications—0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation—0
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language ModelsCode0
Better Alignment with Instruction Back-and-Forth Translation—0
Multi-objective Memetic Algorithm with Adaptive Weights for Inverse Antenna Design—0
HistoSPACE: Histology-Inspired Spatial Transcriptome Prediction And Characterization Engine—0
Relevance meets Diversity: A User-Centric Framework for Knowledge Exploration through RecommendationsCode0
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation—0
Enhancing Output Diversity Improves Conjugate Gradient-based Adversarial AttacksCode0
FMiFood: Multi-modal Contrastive Learning for Food Image Classification—0
Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred LearningCode0
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