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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 3901–3950 of 9051 papers

TitleStatusHype
VR.net: A Real-world Dataset for Virtual Reality Motion Sickness Research—0
Value Functions are Control Barrier Functions: Verification of Safe Policies using Control TheoryCode1
Dance Generation by Sound Symbolic Words—0
Input-gradient space particle inference for neural network ensemblesCode0
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization—0
Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data—0
Intermittent migration can induce pulses of speciation in a two-island system—0
Which Argumentative Aspects of Hate Speech in Social Media can be reliably identified?Code0
Generative Flow Network for Listwise RecommendationCode1
Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference—0
Data Quality in Imitation Learning—0
GPT-FL: Generative Pre-trained Model-Assisted Federated LearningCode1
DOS: Diverse Outlier Sampling for Out-of-Distribution DetectionCode0
Knowledge of cultural moral norms in large language modelsCode0
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation—0
On Feature Diversity in Energy-based Models—0
KL-Divergence Guided Temperature SamplingCode0
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation—0
Some voices are too common: Building fair speech recognition systems using the Common Voice dataset—0
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific DocumentsCode0
LLMatic: Neural Architecture Search via Large Language Models and Quality Diversity OptimizationCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Survey of Trustworthy AI: A Meta Decision of AI—0
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation—0
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction—0
Spontaneous Symmetry Breaking in Generative Diffusion ModelsCode1
Adaptive Coordination in Social Embodied Rearrangement—0
Accurate and Efficient Structural Ensemble Generation of Macrocyclic Peptides using Internal Coordinate DiffusionCode1
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—0
Runtime Analysis of Quality Diversity Algorithms—0
Sparse species interactions reproduce abundance correlation patterns in microbial communities—0
Compositional diversity in visual concept learning—0
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty QuantificationCode0
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar GenerationCode2
Generating Behaviorally Diverse Policies with Latent Diffusion Models—0
DiffSketching: Sketch Control Image Synthesis with Diffusion ModelsCode1
Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender—0
Forgotten Knowledge: Examining the Citational Amnesia in NLP—0
Sequential Condition Evolved Interaction Knowledge Graph for Traditional Chinese Medicine Recommendation—0
Towards Efficient Deep Hashing Retrieval: Condensing Your Data via Feature-Embedding Matching—0
NashFormer: Leveraging Local Nash Equilibria for Semantically Diverse Trajectory Prediction—0
Whitening-based Contrastive Learning of Sentence EmbeddingsCode1
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning—0
The use of Ethnomedicinal plants in Indigenous Health Care Practice of the Hajong Tribe community in Durgapur, Bangladesh—0
Rethinking Masked Language Modeling for Chinese Spelling CorrectionCode1
Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTSCode1
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
Exploiting Abstract Meaning Representation for Open-Domain Question AnsweringCode1
Non-Elitist Evolutionary Multi-Objective Optimisation: Proof-of-Principle Results—0
Benchmarking state-of-the-art gradient boosting algorithms for classification—0
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