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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 4051–4100 of 9051 papers

TitleStatusHype
Hybrid Adaptive Evolutionary Algorithm for Multi-objective Optimization—0
GFlowNet Fine-tuning for Diverse Correct Solutions in Mathematical Reasoning Tasks—0
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks—0
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models—0
Impact of Interference on the Performance of RIS-Assisted Source DF Relaying Networks—0
Improving Personalized Dialogue Generation Models with Data-level Distillation and Diversification—0
GI-Free Pilot-Aided Channel Estimation for Affine Frequency Division Multiplexing Systems—0
GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities—0
Gini Coefficient as a Unified Metric for Evaluating Many-versus-Many Similarity in Vector Spaces—0
giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI—0
Diverse Ensemble Evolution: Curriculum Data-Model Marriage—0
GIST: Greedy Independent Set Thresholding for Diverse Data Summarization—0
DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding—0
Blessing of Class Diversity in Pre-training—0
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP—0
Diverse Diffusion: Enhancing Image Diversity in Text-to-Image Generation—0
A new selection strategy for selective cluster ensemble based on Diversity and Independency—0
The loss landscape of deep linear neural networks: a second-order analysis—0
Auto-Ensemble: An Adaptive Learning Rate Scheduling based Deep Learning Model Ensembling—0
Global-scale phylogenetic linguistic inference from lexical resources—0
A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification—0
Diverse dialogue generation with context dependent dynamic loss function—0
Globe230k: A Benchmark Dense-Pixel Annotation Dataset for Global Land Cover Mapping—0
D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection—0
DAAI at CASE 2021 Task 1: Transformer-based Multilingual Socio-political and Crisis Event Detection—0
DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity—0
A New Repair Operator for Multi-objective Evolutionary Algorithm in Constrained Optimization Problems—0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach—0
Diverse Code Query Learning for Speech-Driven Facial Animation—0
A Diversity-Aware Domain Development Methodology—0
Diverse Beam Search for Increased Novelty in Abstractive Summarization—0
Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity—0
Going beyond richness: Modelling the BEF relationship using species identity, evenness, richness and species interactions via the DImodels R package—0
good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval—0
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection—0
GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming—0
A New Non-Negative Matrix Factorization Approach for Blind Source Separation of Cardiovascular and Respiratory Sound Based on the Periodicity of Heart and Lung Function—0
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images—0
A Coalition Formation Game Approach for Personalized Federated Learning—0
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation—0
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems—0
Diverse Audio Captioning via Adversarial Training—0
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings—0
GrACE: Generation using Associated Code Edits—0
Black Feminist Musings on Algorithmic Oppression—0
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes—0
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
Spiers Memorial Lecture: How to do impactful research in artificial intelligence for chemistry and materials science—0
Diverse and Lifespan Facial Age Transformation Synthesis with Identity Variation Rationality Metric—0
Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data—0
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