conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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Papers (including subtopics)

OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition SemEval 2025 OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection SemEval 2025 OPTAMI: Global Superlinear Convergence of High-order Methods ICLR 2025 Optical-Flow Guided Prompt Optimization for Coherent Video Generation CVPR 2025 OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025 Optical Model-Driven Sharpness Mapping for Autofocus in Small Depth-of-Field and Severe Defocus Scenarios ICCV 2025 OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit CVPR 2025 Optimal Auction Design in the Joint Advertising ICML 2025 Optimal Brain Apoptosis ICLR 2025 Optimal Control Operator Perspective and a Neural Adaptive Spectral Method AAAI 2025 Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity JMLR 2025 Optimal Distributed Training With Co-Adaptive Data Parallelism in Heterogeneous Environments IJCAI 2025 Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression ICLR 2025 Optimal Scheduling of Dynamic Transport COLT 2025 Optimal Stochastic Trace Estimation in Generative Modeling AISTATS 2025 Optimal Task Order for Continual Learning of Multiple Tasks ICML 2025 Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation AISTATS 2025 Optimising Spatial Teamwork Under Uncertainty AAAI 2025 Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025 Optimization Proxies using Limited Labeled Data and Training Time – A Semi-Supervised Bayesian Neural Network Approach ICML 2025 Optimized Gradient Clipping for Noisy Label Learning AAAI 2025 Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Interspeech 2025 Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025 Optimized View and Geometry Distillation from Multi-view Diffuser IJCAI 2025 Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025