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)

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Papers (including subtopics)

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Interspeech 2024 Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024 HoloNets: Spectral Convolutions do extend to Directed Graphs ICLR 2024 HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024 Homograph Disambiguation with Text-to-Text Transfer Transformer Interspeech 2024 Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024 HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024 HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection NeurIPS 2024 How Are Metaphors Processed by Language Models? The Case of Analogies CoNLL 2024 How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective ICML 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability AISTATS 2024 How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks NeurIPS 2024 How Does Message Passing Improve Collaborative Filtering? NeurIPS 2024 How does PDE order affect the convergence of PINNs? NeurIPS 2024 How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena COLING 2024 How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Interspeech 2024 How do Transformers Perform In-Context Autoregressive Learning ? ICML 2024 How Effective Are State Space Models for Machine Translation? EMNLP 2024 How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad NeurIPS 2024 How Graph Neural Networks Learn: Lessons from Training Dynamics ICML 2024 How Interpretable Are Interpretable Graph Neural Networks? ICML 2024 How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression UAI 2024 How many classifiers do we need? NeurIPS 2024 How Much Context Does My Attention-Based ASR System Need? Interspeech 2024