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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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)

Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory ICML 2025 Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation WACV 2025 Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025 Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations ICLR 2025 Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025 Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025 Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs EMNLP 2025 Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing ICLR 2025 Understanding GNNs and Homophily in Dynamic Node Classification AISTATS 2025 Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity ICML 2025 Understanding Mode Connectivity via Parameter Space Symmetry ICML 2025 Understanding Nonlinear Implicit Bias via Region Counts in Input Space ICML 2025 Understanding Refusal in Language Models with Sparse Autoencoders EMNLP 2025 Understanding Sharpness Dynamics in NN Training with a Minimalist Example: The Effects of Dataset Difficulty, Depth, Stochasticity, and More ICML 2025 Understanding the Effect of GCN Convolutions in Regression Tasks AISTATS 2025 Understanding Virtual Nodes: Oversquashing and Node Heterogeneity ICLR 2025 UN-DETR: Promoting Objectness Learning via Joint Supervision for Unknown Object Detection AAAI 2025 U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models ICLR 2025 UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation CVPR 2025 UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook ACL 2025 UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer ICCV 2025 UniConvNet: Expanding Effective Receptive Field while Maintaining Asymptotically Gaussian Distribution for ConvNets of Any Scale ICCV 2025 UniDet3D: Multi-dataset Indoor 3D Object Detection AAAI 2025 UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025 Unifews: You Need Fewer Operations for Efficient Graph Neural Networks ICML 2025