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)
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning
NAACL 2025
From Isolates to Families: Using Neural Networks for Automated Language Affiliation
ACL 2025
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology
Interspeech 2025
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
ICML 2025
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
EMNLP 2025
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
ICLR 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations
ICCV 2025
From Lists to Emojis: How Format Bias Affects Model Alignment
ACL 2025
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
EMNLP 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models
ACL 2025
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs
ACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment
ACL 2025
From One to More: Contextual Part Latents for 3D Generation
ICCV 2025
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development
EMNLP 2025
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
AAAI 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs
ACL 2025
From Pretraining to Performance: Benchmarking Self-Supervised Speech Models for Interspeech-25 SER Challenge
Interspeech 2025
From Promise to Practice: Realizing High-performance Decentralized Training
ICLR 2025
From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition
ICCV 2025
From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling
CVPR 2025
From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning
ACL 2025
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
ACL 2025
From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims
ACL 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
NAACL 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
ICCV 2025