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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 2051–2100 of 9051 papers

TitleStatusHype
Imitation Learning for Sentence Generation with Dilated Convolutions Using Adversarial TrainingCode0
Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain AdaptationCode0
Improving Computed Tomography (CT) Reconstruction via 3D Shape InductionCode0
Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature GenerationCode0
Im2Pencil: Controllable Pencil Illustration from PhotographsCode0
Illuminating the Diversity-Fitness Trade-Off in Black-Box OptimizationCode0
Illuminating the Space of Beatable Lode Runner Levels Produced By Various Generative Adversarial NetworksCode0
Image Captioning via Dynamic Path CustomizationCode0
COD3S: Diverse Generation with Discrete Semantic SignaturesCode0
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural ImagesCode0
CoCoFormer: A controllable feature-rich polyphonic music generation methodCode0
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention MechanismCode0
IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media commentsCode0
A Real-time Global Inference Network for One-stage Referring Expression ComprehensionCode0
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and InclusionCode0
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic ServicesCode0
Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and PretrainingCode0
CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped usersCode0
Hyperparameter Ensembles for Robustness and Uncertainty QuantificationCode0
IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-trainingCode0
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian LanguagesCode0
Hydra: Preserving Ensemble Diversity for Model DistillationCode0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
ArchiGuesser -- AI Art Architecture Educational GameCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
HyperMAN: Hypergraph-enhanced Meta-learning Adaptive Network for Next POI RecommendationCode0
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive RegularizationCode0
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event DetectionCode0
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?Code0
How Well Do LLMs Identify Cultural Unity in Diversity?Code0
How well do you know your summarization datasets?Code0
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofingCode0
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA ArchitecturesCode0
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-benchCode0
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe GenerationCode0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
ARBERT \& MARBERT: Deep Bidirectional Transformers for ArabicCode0
How to partition diversityCode0
Hyperparameter Auto-tuning in Self-Supervised Robotic LearningCode0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
Closed-loop Error Correction Learning Accelerates Experimental Discovery of Thermoelectric MaterialsCode0
Closed-Form Information Capacity of Canonical Signaling ModelsCode0
A Corpus-free State2Seq User Simulator for Task-oriented DialogueCode0
How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching?Code0
How Inclusively do LMs Perceive Social and Moral Norms?Code0
AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent LossCode0
A Corpus for Reasoning About Natural Language Grounded in PhotographsCode0
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