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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 1051–1100 of 9051 papers

TitleStatusHype
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation—0
Computational models of learning and synaptic plasticity—0
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks—0
WavFusion: Towards wav2vec 2.0 Multimodal Speech Emotion Recognition—0
7 Tesla multimodal MRI dataset of ex-vivo human brain—0
Diversity Over Quantity: A Lesson From Few Shot Relation Classification—0
Approaches to studying virus pangenome variation graphs—0
Cross-feeding Creates Tipping Points in Microbiome Diversity—0
Neuro-Symbolic Data Generation for Math Reasoning—0
UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous DrivingCode3
Prompt Transfer for Dual-Aspect Cross Domain Cognitive DiagnosisCode0
BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects—0
Decomposed Distribution Matching in Dataset CondensationCode0
Exploring Transformer-Based Music Overpainting for Jazz Piano Variations—0
HyperMARL: Adaptive Hypernetworks for Multi-Agent RLCode1
RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse—0
GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities—0
Sometimes I am a Tree: Data Drives Unstable Hierarchical GeneralizationCode0
LMDM:Latent Molecular Diffusion Model For 3D Molecule Generation—0
Demonstration Selection for In-Context Learning via Reinforcement Learning—0
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification—0
Artificial intelligence and the internal processes of creativity—0
Information Geometry for Maximum Diversity Distributions—0
Interpreting single-cell and spatial omics data using deep neural network training dynamicsCode1
The Role of Text-to-Image Models in Advanced Style Transfer Applications: A Case Study with DALL-E 3—0
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in LLMsCode1
Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-TuningCode0
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models—0
LDPC-Coded Molecular Communications with Increased Diversity—0
User-Movement-Robust Virtual Reality Through Dual-Beam Reception in mmWave Networks—0
Few-Shot Learning with Adaptive Weight Masking in Conditional GANs—0
Communicate or Sense? AP Mode Selection in mmWave Cell-Free Massive MIMO-ISAC—0
Construction and optimization of health behavior prediction model for the elderly in smart elderly care—0
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution—0
Towards Rich Emotions in 3D Avatars: A Text-to-3D Avatar Generation BenchmarkCode1
Sample Efficient Robot Learning in Supervised Effect Prediction Tasks—0
CADMR: Cross-Attention and Disentangled Learning for Multimodal Recommender Systems—0
Stochastic modeling of cyclic cancer treatments under common noise—0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
A new flower pollination algorithm for equalization in synchronous DS/CDMA multiuser communication systems—0
Rectified Flow For Structure Based Drug Design—0
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation—0
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation—0
Semantic Scene Completion with Multi-Feature Data Balancing Network—0
InfinityDrive: Breaking Time Limits in Driving World Models—0
SEAL: Semantic Attention Learning for Long Video Representation—0
CAPA: Continuous-Aperture Arrays for Revolutionizing 6G Wireless Communications—0
Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—0
Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research—0
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