Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
2
5
1
2
47
50
53
51
87
90
125
229
234
453
859
1,652
3,233
5,368
6,434
7,726
8,506
9,951
12,524
14,487
6,029
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Papers (including subtopics)
Physical Simulator In-the-Loop Video Generation
CVPR 2026
Physics-Consistent Diffusion for Efficient Fluid Super-Resolution via Multiscale Residual Correction
CVPR 2026
Physics Consistent World Models via Schrödinger-Bridge Optimal Transport for Computational Imaging and 3D-Consistent Video Generations
AAAI 2026
PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations
AAAI 2026
Physics-Guided Multistep Deformation Reversal for Ancient Bamboo Slip Restoration
CVPR 2026
Physics-Informed Approach for Exploratory Hamilton–Jacobi–Bellman Equations via Policy Iterations
AAAI 2026
Physics-Informed Koopman Neural Estimation of the Heston Model from High-Frequency Observations
AAAI 2026
PhysInOne: Visual Physics Learning and Reasoning in One Suite
CVPR 2026
PhysSkin: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning
CVPR 2026
PhysVid: Physics Aware Local Conditioning for Generative Video Models
CVPR 2026
PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data
ACL 2026
Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
CVPR 2026
PICT at SemEval-2026 Task 3: A Transformer-Based System for Dimensional Aspect-Aware Sentiment Regression with Weighted Layer Pooling
SemEval 2026
PIF-Net: Ill-Posed Prior Guided Multispectral and Hyperspectral Image Fusion via Invertible Mamba and Fusion-Aware LoRA
AAAI 2026
PIKACHU: Prototypical In-context Knowledge Adaptation for Clinical Heterogeneous Usage
MIDL 2026
PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Burst-Sampled Spatiotemporal Dynamics
AAAI 2026
PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations
AAAI 2026
PipeDiT: Accelerating Diffusion Transformers in Video Generation with Task Pipelining and Model Decoupling
AAAI 2026
Pip-Stereo: Progressive Iterations Pruner for Iterative Optimization based Stereo Matching
CVPR 2026
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models
WACV 2026
PixARMesh: Autoregressive Mesh-Native Single-View Scene Reconstruction
CVPR 2026
PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation
CVPR 2026
PixelDiT: Pixel Diffusion Transformers for Image Generation
CVPR 2026
Pixel Motion Diffusion is What We Need for Robot Control
CVPR 2026
Pixel Phantoms at SemEval-2026 Task 13: Exploring Classical and Neural Approaches for AI-Generated Code Detection
SemEval 2026