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

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Papers (including subtopics)

Interpretability Illusions in the Generalization of Simplified Models ICML 2024 Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers COLING 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 Interpretable data-driven model predictive control of building energy systems using SHAP L4DC 2024 Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NeurIPS 2024 Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors NeurIPS 2024 Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding CVPR 2024 Interpretable Mesomorphic Networks for Tabular Data NeurIPS 2024 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024 Interpretable Uncertainty-Aware Deep Regression with Cohort Saliency Analysis for Three-Slice CT Imaging Studies MIDL 2024 InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation ICML 2024 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis EMNLP 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NeurIPS 2024 Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions EMNLP 2024 Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024 Interpreting the Weight Space of Customized Diffusion Models NeurIPS 2024 interrupt-driven@SMM4H’24: Relevance-weighted Sentiment Analysis of Reddit Posts ACL 2024 Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models ICML 2024 IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors NeurIPS 2024 Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering COLING 2024 Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting NeurIPS 2024 Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level NeurIPS 2024 Invariance-based Learning of Latent Dynamics ICLR 2024 Invariant and Equivariant Reynolds Networks JMLR 2024