conftrace_

Architectures

30,950 papers (33 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Neural Networks (13,168) Transformers (11,186) Graph Neural Networks (5,491) Autoencoders (1,313) Convolutional Neural Networks (1,049) Recurrent Neural Networks (675) Generative Adversarial Networks (94) Encoder-Decoder (36)

Papers per year

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15

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27

39

43

74

94

221

536

912

1,611

2,559

3,004

3,504

3,729

4,021

4,550

4,519

1,439

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Papers (including subtopics)

TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025 The 3D-PC: a benchmark for visual perspective taking in humans and machines ICLR 2025 The Belief State Transformer ICLR 2025 The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation ICCV 2025 The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions ICML 2025 The Case for Learned Provenance-based System Behavior Baseline ICML 2025 The_Deathly_Hallows@DravidianLangTech 2025: AI Content Detection in Dravidian Languages NAACL 2025 The_Deathly_Hallows@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025 The Directionality of Optimization Trajectories in Neural Networks ICLR 2025 The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited ICLR 2025 The Graph’s Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation IJCAI 2025 The Hidden Attention of Mamba Models ACL 2025 The impact of allocation strategies in subset learning on the expressive power of neural networks ICLR 2025 The Importance of Being Lazy: Scaling Limits of Continual Learning ICML 2025 The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion CVPR 2025 The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks COLT 2025 The Logical Implication Steering Method for Conditional Interventions on Transformer Generation ICML 2025 The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025 Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025 Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models ICML 2025 Theory, Analysis, and Best Practices for Sigmoid Self-Attention ICLR 2025 Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025 Theory on Mixture-of-Experts in Continual Learning ICLR 2025 The PRECOM-SM Corpus: Gambling in Spanish Social Media COLING 2025 The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products ICML 2025