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

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Showing 6051–6100 of 9051 papers

TitleStatusHype
Object detection and tracking benchmark in industry based on improved correlation filter—0
Object Detection as a Positive-Unlabeled Problem—0
Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN—0
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems—0
Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance—0
Object Scene Representation Transformer—0
Observing the Population Dynamics in GE by means of the Intrinsic Dimension—0
OccTransformer: Improving BEVFormer for 3D camera-only occupancy prediction—0
Occupational segregation in a Roy model with composition preferences—0
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis—0
ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in—0
Offensive Language Detection on Video Live Streaming Chat—0
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression—0
Offline Learning of Controllable Diverse Behaviors—0
Can Offline Metrics Measure Explanation Goals? A Comparative Survey Analysis of Offline Explanation Metrics in Recommender Systems—0
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management—0
Offline Reinforcement Learning Hands-On—0
UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition—0
A Seft-adaptive Multicellular GEP Algorithm Based On Fuzzy Control For Function Optimization—0
Omega: An Architecture for AI Unification—0
Omega: An Architecture for AI Unification—0
A Search for Improved Performance in Regular Expressions—0
Omnibus Dropout for Improving The Probabilistic Classification Outputs of ConvNets—0
Omni-Dimensional Frequency Learner for General Time Series Analysis—0
A Scalable AI Approach for Clinical Trial Cohort Optimization—0
OmniEval: A Benchmark for Evaluating Omni-modal Models with Visual, Auditory, and Textual Inputs—0
OmniMotionGPT: Animal Motion Generation with Limited Data—0
OmniPose6D: Towards Short-Term Object Pose Tracking in Dynamic Scenes from Monocular RGB—0
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition—0
OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning—0
On Accurate Evaluation of GANs for Language Generation—0
On a Scale-Invariant Approach to Bundle Recommendations in Candy Crush Saga—0
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity—0
On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models—0
On Decoding Strategies for Neural Text Generators—0
On-demand Quantization for Green Federated Generative Diffusion in Mobile Edge Networks—0
A Sample Selection Approach for Universal Domain Adaptation—0
On Diverse Asynchronous Activity Anticipation—0
On Diversity in Discriminative Neural Networks—0
On Domain-Specific Post-Training for Multimodal Large Language Models—0
A Rule for Committee Selection with Soft Diversity Constraints—0
Where Are We? Evaluating LLM Performance on African Languages—0
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?—0
One In A Hundred: Select The Best Predicted Sequence from Numerous Candidates for Streaming Speech Recognition—0
One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment—0
Uncertainty And Evolutionary Optimization: A Novel Approach—0
One-Pot Multi-Frame Denoising—0
ArtiGrasp: Physically Plausible Synthesis of Bi-Manual Dexterous Grasping and Articulation—0
One-Shot Generative Domain Adaptation—0
One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill—0
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