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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 4501–4550 of 9051 papers

TitleStatusHype
PPD: A New Valet Parking Pedestrian Fisheye Dataset for Autonomous Driving—0
Motif-Centric Representation Learning for Symbolic MusicCode0
NSOAMT -- New Search Only Approach to Machine Translation—0
PanoMixSwap Panorama Mixing via Structural Swapping for Indoor Scene Understanding—0
Interactions and migration rescuing ecological diversity—0
GDM: Dual Mixup for Graph Classification with Limited Supervision—0
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification—0
D3: Data Diversity Design for Systematic Generalization in Visual Question AnsweringCode0
Increasing diversity of omni-directional images generated from single image using cGAN based on MLPMixerCode0
Current and future directions in network biology—0
Explaining Search Result Stances to Opinionated People—0
On Performance of Fluid Antenna System using Maximum Ratio Combining—0
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and CalibrationCode0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition—0
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion EnhancementCode0
Distributionally-Informed Recommender System Evaluation—0
MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling—0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation—0
A variational selection mechanism for article comment generationCode0
Unveiling the Complexity of Neural Populations: Evaluating the Validity and Limitations of the Wilson-Cowan Model—0
Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning—0
Exploring the Law of Numbers: Evidence from China's Real Estate—0
Does Writing with Language Models Reduce Content Diversity?Code0
Balance Measures Derived from Insole Sensor Differentiate Prodromal Dementia with Lewy Bodies—0
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables—0
Stream-based Active Learning by Exploiting Temporal Properties in Perception with Temporal Predicted Loss—0
Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning—0
A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining—0
MoEController: Instruction-based Arbitrary Image Manipulation with Mixture-of-Expert Controllers—0
Unsupervised Multi-document Summarization with Holistic Inference—0
Sparse Codesigned Communication and Radar Systems—0
ArtiGrasp: Physically Plausible Synthesis of Bi-Manual Dexterous Grasping and Articulation—0
Behind Recommender Systems: the Geography of the ACM RecSys CommunityCode0
Projections of Economic Impacts of Climate Change on Marine Protected Areas: Palau, the Great Barrier Reef, and the Bering Sea—0
Bilevel Scheduled Sampling for Dialogue Generation—0
Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture SynthesisCode0
Aggregating Correlated Estimations with (Almost) no Training—0
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion—0
What are Public Concerns about ChatGPT? A Novel Self-Supervised Neural Topic Model Tells You—0
Adaptive Resource Allocation for Virtualized Base Stations in O-RAN with Online Learning—0
MDSC: Towards Evaluating the Style Consistency Between Music and DanceCode0
Balancing exploration and exploitation phases in whale optimization algorithm: an insightful and empirical analysis—0
Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction—0
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Exploring the Robustness of Human Parsers Towards Common Corruptions—0
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent Information—0
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation LearningCode0
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialog Policy LearningCode0
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