SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3551–3600 of 9051 papers

TitleStatusHype
Preparing for Black Swans: The Antifragility Imperative for Machine Learning—0
XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT ScansCode0
MC-GPT: Empowering Vision-and-Language Navigation with Memory Map and Reasoning Chains—0
ENOVA: Autoscaling towards Cost-effective and Stable Serverless LLM Serving—0
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly DetectionCode0
Flow Score Distillation for Diverse Text-to-3D Generation—0
Influence Maximization in Hypergraphs using Multi-Objective Evolutionary AlgorithmsCode0
Generative Design through Quality-Diversity Data Synthesis and Language Models—0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
Sharpness-Aware Minimization in Genetic Programming—0
FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models—0
Advances in Robust Federated Learning: Heterogeneity Considerations—0
Diversity-Aware Sign Language Production through a Pose Encoding Variational Autoencoder—0
FinTextQA: A Dataset for Long-form Financial Question Answering—0
Facilitating Opinion Diversity through Hybrid NLP Approaches—0
HAAP: Vision-context Hierarchical Attention Autoregressive with Adaptive Permutation for Scene Text Recognition—0
Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active Learning in Autonomous Driving—0
BonnBot-I Plus: A Bio-diversity Aware Precise Weed Management Robotic Platform—0
Open-Vocabulary Object Detection via Neighboring Region Attention Alignment—0
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models—0
Targeted Augmentation for Low-Resource Event Extraction—0
Language-Guided Self-Supervised Video Summarization Using Text Semantic Matching Considering the Diversity of the Video—0
Context-aware Diversity Enhancement for Neural Multi-Objective Combinatorial Optimization—0
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants—0
Growing Artificial Neural Networks for Control: the Role of Neuronal DiversityCode0
Sign Stitching: A Novel Approach to Sign Language ProductionCode0
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail RecognitionCode0
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of MetricsCode0
Discursive objection strategies in online comments: Developing a classification schema and validating its training—0
Thermodynamic limit in learning period three—0
The Silent Curriculum: How Does LLM Monoculture Shape Educational Content and Its Accessibility?—0
ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots—0
UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence—0
Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction—0
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies—0
The Ghanaian NLP Landscape: A First Look—0
A Survey on Backbones for Deep Video Action Recognition—0
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity—0
Shifting the ISAC Trade-Off with Fluid Antenna Systems—0
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis—0
Deep Learning Models for Atypical Serotonergic Cells RecognitionCode0
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization—0
AFEN: Respiratory Disease Classification using Ensemble Learning—0
Topological conditions drive stability in meta-ecosystems—0
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole LanguagesCode0
Quality with Just Enough Diversity in Evolutionary Policy Search—0
The Curse of Diversity in Ensemble-Based ExplorationCode0
Behaviour Planning: A Toolkit for Diverse Planning—0
Guylingo: The Republic of Guyana Creole CorporaCode0
Persona Inconstancy in Multi-Agent LLM Collaboration: Conformity, Confabulation, and ImpersonationCode0
Show:102550
← PrevPage 72 of 182Next →

No leaderboard results yet.