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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2
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87
90
125
229
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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)
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
EMNLP 2024
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores
ACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
NeurIPS 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback
ACL 2024
LLMs Can Evolve Continually on Modality for X-Modal Reasoning
NeurIPS 2024
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives
EMNLP 2024
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma
ACL 2024
LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law
EMNLP 2024
LLODIA: A Linguistic Linked Open Data Model for Diachronic Analysis
COLING 2024
L+M-24: Building a Dataset for Language+Molecules @ ACL 2024
ACL 2024
LM2: A Simple Society of Language Models Solves Complex Reasoning
EMNLP 2024
L-MAGIC: Language Model Assisted Generation of Images with Coherence
CVPR 2024
LM-Cocktail: Resilient Tuning of Language Models via Model Merging
ACL 2024
LMD: Faster Image Reconstruction with Latent Masking Diffusion
AAAI 2024
LMDrive: Closed-Loop End-to-End Driving with Large Language Models
CVPR 2024
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
NeurIPS 2024
LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement
ECCV 2024
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models
ACL 2024
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units
ICLR 2024
Local and Global Contexts for Conversation
EACL 2024
Local and Global Decoding in Text Generation
EMNLP 2024
Local Consistency Guidance: Personalized Stylization Method of Face Video (Student Abstract)
AAAI 2024
Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
NeurIPS 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding
AAAI 2024