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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859

1,652

3,233

5,368

6,434

7,726

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9,951

12,524

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Papers (including subtopics)

Statistical Learning Theory for Neural Operators JMLR 2026 Statistical Test for Attention in Transformers for Images and Time Series JMLR 2026 STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting CVPR 2026 STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution CVPR 2026 STDE++: Polynomial-Time Amortization for Linear Differential Operators JMLR 2026 Stealing Split Learning Bottom Models by Recovering Embedding Geometry CVPR 2026 SteerForce at SemEval-2026 Task 11: Reducing Content Effects Using Layered Activation Steering SemEval 2026 Steering diffusion models with quadratic rewards: a fine-grained analysis COLT 2026 Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression AAAI 2026 Steering Sparse Autoencoder Latents to Control Dynamic Head Pruning in Vision Transformers (Student Abstract) AAAI 2026 Steering Where to Diffuse: Generative Modeling of Phenotypic Response Simulation with Steered Diffusion Bridge CVPR 2026 SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing AAAI 2026 STEG-AIW: Spatio-Temporal Gating and Adaptive-Timestep Inference for Efficient Spiking Neural Networks WACV 2026 Steganography Beyond Pixels: Reimagining Image Steganography as Cross-Modal Linguistic Communication ACL 2026 STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026 STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation ACL 2026 Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning ACL 2026 Stepwise Credit Assignment for GRPO on Flow-Matching Models CVPR 2026 Stereo World Model: Camera-Guided Stereo Video Generation CVPR 2026 STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation ACL 2026 STMI: Segmentation-Guided Token Modulation with Cross-Modal Hypergraph Interaction for Multi-Modal Object Re-Identification AAAI 2026 Stochastic Gradient Descenders at SemEval-2026 Task 9: Few-Shot LLM Prompting for Polarization Type Classification SemEval 2026 Stop Hardening Everything: A Training-Free Neuron-Level Defense for Neural Ranking Models ACL 2026 Stop Probing, Start Coding: Why Linear Probes and Sparse Autoencoders Fail at Compositional Generalization UAI 2026 Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning ACL 2026