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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

Showing 37513800 of 9051 papers

TitleStatusHype
Diverse Score Distillation0
A Niching Indicator-Based Multi-modal Many-objective Optimizer0
Flickr Africa: Examining Geo-Diversity in Large-Scale, Human-Centric Visual Data0
Cooperative Intergroup Mating Can Overcome Ethnocentrism in Diverse Populations0
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization0
Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning0
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites0
Flow-based Image-to-Image Translation with Feature Disentanglement0
Angle Sensitive Pixels for Lensless Imaging on Spherical Sensors0
Diverse Projection Ensembles for Distributional Reinforcement Learning0
Cooper: Cooperative Perception for Connected Autonomous Vehicles based on 3D Point Clouds0
ADLM -- stega: A Universal Adaptive Token Selection Algorithm for Improving Steganographic Text Quality via Information Entropy0
Flow Score Distillation for Diverse Text-to-3D Generation0
Fluctuating growth rates link turnover and unevenness in species-rich communities0
Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images0
FMiFood: Multi-modal Contrastive Learning for Food Image Classification0
FM Tone Transfer with Envelope Learning0
Focus Attention: Promoting Faithfulness and Diversity in Summarization0
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning0
Focusing Image Generation to Mitigate Spurious Correlations0
Diverse Priors for Deep Reinforcement Learning0
Angle Diversity Trasmitter For High Speed Data Center Uplink Communications0
FONT: Flow-guided One-shot Talking Head Generation with Natural Head Motions0
Font Identification in Historical Documents Using Active Learning0
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models0
Angle diversity receiver as a key enabler for reliable ORIS-based Visible Light Communication0
FORCE: Physics-aware Human-object Interaction0
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals0
Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer0
Boosting Diffusion Model for Spectrogram Up-sampling in Text-to-speech: An Empirical Study0
Forecasting high-dimensional dynamics exploiting suboptimal embeddings0
Forecast with Forecasts: Diversity Matters0
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion0
Coronary Heart Disease Diagnosis Based on Improved Ensemble Learning0
Forgotten Knowledge: Examining the Citational Amnesia in NLP0
Offline Diversity Maximization Under Imitation Constraints0
Formalising lexical and syntactic diversity for data sampling in French0
Forming Diverse Teams from Sequentially Arriving People0
Corpus COFLA: A research corpus for the Computational study of Flamenco Music0
Fostering digital representation of EU regional and minority languages: the Digital Language Diversity Project0
Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks0
Attentive Aspect Modeling for Review-aware Recommendation0
A COLD Approach to Generating Optimal Samples0
Learning temporal relationships between symbols with Laplace Neural Manifolds0
Geodesic-HOF: 3D Reconstruction Without Cutting Corners0
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks0
Diverse, not Short: A Length-Controlled Self-Learning Framework for Improving Response Diversity of Language Models0
Diverse Neural Network Learns True Target Functions0
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching0
Boosting Dialog Response Generation0
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