Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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87
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453
859
1,652
3,233
5,368
6,434
7,726
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12,524
14,487
6,029
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Papers (including subtopics)
Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation
EMNLP 2025
Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
ICML 2025
Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs
EMNLP 2025
Zero-Shot Depth Aware Image Editing with Diffusion Models
ICCV 2025
Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior
AAAI 2025
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
ICML 2025
Zero-Shot Head Swapping in Real-World Scenarios
CVPR 2025
Zero-Shot Image Captioning with Multi-type Entity Representations
AAAI 2025
Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models (and Beyond)
CVPR 2025
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems
ICLR 2025
Zero-Shot Learning for Acoustic Event Classification Using an Attribute Vector and Conditional GAN
Interspeech 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline
AAAI 2025
Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models
AAAI 2025
Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation
IJCAI 2025
Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer
ICML 2025
Zero-Shot Mono-to-Binaural Speech Synthesis
Interspeech 2025
Zero-Shot Natural Language Explanations
ICLR 2025
Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image
AAAI 2025
Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric Diffusion
CVPR 2025
Zero-shot Quantization: A Comprehensive Survey
IJCAI 2025
Zero-shot RGB-D Point Cloud Registration with Pre-trained Large Vision Model
CVPR 2025
Zero-Shot Scene Change Detection
AAAI 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems
COLING 2025
Zero-Shot Speech-Based Depression and Anxiety Assessment with LLMs
Interspeech 2025
Zero-Shot Styled Text Image Generation, but Make It Autoregressive
CVPR 2025