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

2

3

15

13

18

17

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

'10

'15

'20

'25

Papers (including subtopics)

Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance ICCV 2025 Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025 Towards a Complete Logical Framework for GNN Expressiveness ICLR 2025 Towards Addressing Frontiers in Graph Generation AAAI 2025 Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025 Towards an AI Course Based on Neural Networks AAAI 2025 Towards an Ultra-Low-Delay Neural Audio Coding with Computational Efficiency Interspeech 2025 Towards a Unified and Verified Understanding of Group-Operation Networks ICLR 2025 Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content CVPR 2025 Towards Bitrate-Efficient and Noise-Robust Speech Coding with Variable Bitrate RVQ Interspeech 2025 Towards Bridging Generalization and Expressivity of Graph Neural Networks ICLR 2025 Towards characterizing the value of edge embeddings in Graph Neural Networks ICML 2025 Towards compact and efficient Slovak summarization models ACL 2025 Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks IJCAI 2025 Towards Continuous Reuse of Graph Models via Holistic Memory Diversification ICLR 2025 Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025 Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness COLING 2025 Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025 Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients CVPR 2025 Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss NAACL 2025 Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning AAAI 2025 Towards Efficient General Feature Prediction in Masked Skeleton Modeling ICCV 2025 Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency CVPR 2025 Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming ICLR 2025