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 Representation Space to Prognostic Insights: Whole Slide Image Generation with Hierarchical Diffusion Model for Survival Prediction
AAAI 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
ICCV 2025
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task
EMNLP 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs
COLING 2025
From Scarcity to Sufficiency: Speech Recognition Pipeline for Zero-resource Language
Interspeech 2025
From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation
EMNLP 2025
From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation
AACL 2025
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
ICLR 2025
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
From Sharpness to Better Generalization for Speech Deepfake Detection
Interspeech 2025
From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts
EMNLP 2025
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
CVPR 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
ACL 2025
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction
ACL 2025
From Teacher to Student: Tracking Memorization Through Model Distillation
ACL 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition
EMNLP 2025
From Theory to Practice: Rethinking Green and Martin Kernels for Unleashing Graph Transformers
ICML 2025
From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs
ICML 2025
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
ACL 2025
From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control
ICML 2025
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models
EMNLP 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion
WACV 2025
From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control
ICML 2025
From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models
Interspeech 2025