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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 7951–8000 of 9051 papers

TitleStatusHype
The Lexical Gap: An Improved Measure of Automated Image Description Quality—0
Modulating transfer between tasks in gradient-based meta-learning—0
Incremental training of multi-generative adversarial networks—0
Learning Diverse Generations using Determinantal Point Processes—0
Consistency-based anomaly detection with adaptive multiple-hypotheses predictionsCode0
RETHINKING SELF-DRIVING : MULTI -TASK KNOWLEDGE FOR BETTER GENERALIZATION AND ACCIDENT EXPLANATION ABILITY—0
Diversity and Depth in Per-Example Routing Models—0
Comparative evaluation of 2D feature correspondence selection algorithmsCode0
Ensemble Distribution DistillationCode0
Secrecy Performance of Antenna-Selection-Aided MIMOME Channels with BPSK/QPSK Modulations—0
A Novel Fuzzy Search Approach over Encrypted Data with Improved Accuracy and Efficiency—0
End-to-End Adversarial Learning for Intrusion Detection in Computer Networks—0
Condition-Transforming Variational AutoEncoder for Conversation Response Generation—0
Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding BoundariesCode0
Stochastic Region Pooling: Make Attention More Expressive—0
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofingCode0
A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method—0
A Hybrid Retrieval-Generation Neural Conversation ModelCode0
A Novel BiLevel Paradigm for Image-to-Image Translation—0
Batch Tournament Selection for Genetic Programming—0
Intentional Computational Level DesignCode0
Molecular Diversity and Network Complexity in Growing Protocells—0
Combining RGB and Points to Predict Grasping Region for Robotic Bin-Picking—0
Suction Grasp Region Prediction using Self-supervised Learning for Object Picking in Dense Clutter—0
Active Adversarial Domain Adaptation—0
Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction—0
Interpretable Classification from Skin Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study—0
Difficulty-aware Image Super Resolution via Deep Adaptive Dual-NetworkCode0
The impact of proportional transaction costs on systematically generated portfolios—0
Attraction-Repulsion clustering with applications to fairnessCode0
Fuzzy adaptive teaching learning-based optimization strategy for the problem of generating mixed strength t-way test suites—0
Intra-Ensemble in Neural Networks—0
Characterizing the Social Interactions in the Artificial Bee Colony Algorithm—0
A Dilated Inception Network for Visual Saliency PredictionCode0
Normalized DiversificationCode0
Evaluating Coherence in Dialogue Systems using EntailmentCode0
Diversified Hidden Markov Models for Sequential Labeling—0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations—0
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems—0
Affect-Driven Dialog Generation—0
Multi-reference Tacotron by Intercross Training for Style Disentangling,Transfer and Control in Speech Synthesis—0
Unifying Human and Statistical Evaluation for Natural Language GenerationCode0
Plan, Write, and Revise: an Interactive System for Open-Domain Story GenerationCode0
Studying Cultural Differences in Emoji Usage across the East and the WestCode0
Personalized Bundle List Recommendation—0
D^2-City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios—0
The Tower of Babel Meets Web 2.0: User-Generated Content and its Applications in a Multilingual Context—0
Semantics Disentangling for Text-to-Image Generation—0
Curls & Whey: Boosting Black-Box Adversarial AttacksCode0
A Seft-adaptive Multicellular GEP Algorithm Based On Fuzzy Control For Function Optimization—0
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