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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5,368

6,434

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Papers (including subtopics)

Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025 Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025 NeuronTune: Towards Self-Guided Spurious Bias Mitigation ICML 2025 NeurOp-Diff: Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion ICCV 2025 NeuroReset : LLM Unlearning via Dual Phase Mixed Methodology SemEval 2025 NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform Interspeech 2025 Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025 NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders ICML 2025 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025 NextBestPath: Efficient 3D Mapping of Unseen Environments ICLR 2025 Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025 NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation ICLR 2025 NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments ICLR 2025 Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts EMNLP 2025 NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ACL 2025 N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning ICLR 2025 NGD: Neural Gradient Based Deformation for Monocular Garment Reconstruction ICCV 2025 nGPT: Normalized Transformer with Representation Learning on the Hypersphere ICLR 2025 NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025 NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025 NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025 NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025 NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification SemEval 2025 NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training CVPR 2025 NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025