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)

Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation ICLR 2024 Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024 LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate NeurIPS 2024 Looking 3D: Anomaly Detection with 2D-3D Alignment CVPR 2024 Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024 LookupViT: Compressing visual information to a limited number of tokens ECCV 2024 Looped Transformers are Better at Learning Learning Algorithms ICLR 2024 LoRA+: Efficient Low Rank Adaptation of Large Models ICML 2024 LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters EMNLP 2024 LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information Interspeech 2024 LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024 LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024 Loss Shaping Constraints for Long-Term Time Series Forecasting ICML 2024 Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024 Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach CVPR 2024 LPGD: A General Framework for Backpropagation through Embedded Optimization Layers ICML 2024 LPSNet: End-to-End Human Pose and Shape Estimation with Lensless Imaging CVPR 2024 LPZero: Language Model Zero-cost Proxy Search from Zero EMNLP 2024 LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation CVPR 2024 LRM: Large Reconstruction Model for Single Image to 3D ICLR 2024 LRM-Zero: Training Large Reconstruction Models with Synthesized Data NeurIPS 2024 LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering ICML 2024