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 6151–6200 of 9051 papers

TitleStatusHype
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference—0
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access—0
On the clustering of correlated random variables—0
Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach—0
On the Complexity of Optimising Variants of Phylogenetic Diversity on Phylogenetic Networks—0
On the Computational Tractability of the (Many) Shapley Values—0
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization—0
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness—0
On the Diversity and Coded Modulation Design of Fluid Antenna Systems—0
On the Diversity and Limits of Human Explanations—0
On the Diversity and Limits of Human Explanations—0
ArtCrafter: Text-Image Aligning Style Transfer via Embedding Reframing—0
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation—0
On the Diversity of Synthetic Data and its Impact on Training Large Language Models—0
On the Dynamics of Mating Preferences in Genetic Programming—0
On the Effectiveness of Acoustic BPE in Decoder-Only TTS—0
On the Effectiveness of Genetic Operations in Symbolic Regression—0
Array-Informed Waveform Design for Active Sensing: Diversity, Redundancy, and Identifiability—0
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations—0
A Robust Contrastive Alignment Method For Multi-Domain Text Classification—0
Unconditional Diffusion Guidance—0
On the Ethical Limits of Natural Language Processing on Legal Text—0
Achieving Distributed MIMO Performance with Repeater-Assisted Cellular Massive MIMO—0
On the Evaluation of Generative Robotic Simulations—0
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models—0
Uncorrelation and Evenness: a New Diversity-Promoting Regularizer—0
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition—0
On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization—0
On the Generation of Medical Question-Answer Pairs—0
On the ideas of the origin of eukaryotes: a critical review—0
On the Impact of Cross-Domain Data on German Language Models—0
Uncovering Semantics and Topics Utilized by Threat Actors to Deliver Malicious Attachments and URLs—0
On the Importance of Data Size in Probing Fine-tuned Models—0
Fast uncovering of protein sequence diversity from structure—0
On the Importance of Diversity in Question Generation for QA—0
On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models—0
On The Ingredients of an Effective Zero-shot Semantic Parser—0
On the Limitations of Model Stealing with Uncertainty Quantification Models—0
On the Linear Ordering Problem and the Rankability of Data—0
On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off—0
On the Modeling Capabilities of Large Language Models for Sequential Decision Making—0
On the number of equilibria of the replicator-mutator dynamics for noisy social dilemmas—0
On the Performance of Non-Orthogonal Multiple Access Systems with Imperfect Successive Interference Cancellation—0
On the Performance of Pinching-Antenna Systems (PASS) with Orthogonal and Non-Orthogonal Multiple Access—0
On the Performance of UAV Relaying with Reconfigurable Antenna and Media Based Modulation in the Presence of Shadowed Fading—0
On the potential for open-endedness in neural networks—0
On the Power of Decision Trees in Auto-Regressive Language Modeling—0
On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation—0
On the Robustness of Active Learning—0
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity—0
Show:102550
← PrevPage 124 of 182Next →

No leaderboard results yet.