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Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

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Papers (including subtopics)

DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation AAAI 2025
ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder AAAI 2025
HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning AAAI 2025
ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning AAAI 2025
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery AAAI 2025
UniDet3D: Multi-dataset Indoor 3D Object Detection AAAI 2025
Real-Time Neural Denoising with Render-Aware Knowledge Distillation AAAI 2025
MHBench: Demystifying Motion Hallucination in VideoLLMs AAAI 2025
Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
SAFIRE: Segment Any Forged Image Region AAAI 2025
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training AAAI 2025
Color Transfer with Modulated Flows AAAI 2025
Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models AAAI 2025
Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025
VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
Diverse Rare Sample Generation with Pretrained GANs AAAI 2025
Concept Matching with Agent for Out-of-Distribution Detection AAAI 2025
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement AAAI 2025
FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients AAAI 2025
Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal AAAI 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025
Tri-Ergon: Fine-Grained Video-to-Audio Generation with Multi-Modal Conditions and LUFS Control AAAI 2025
StyO: Stylize Your Face in Only One-Shot AAAI 2025