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Neural Networks

11300 directly classified papers

Papers per year

Papers

The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization NIPS 2024
Efficient Speaker Embedding Extraction Using a Twofold Sliding Window Algorithm for Speaker Diarization INTERSPEECH 2024
When are dynamical systems learned from time series data statistically accurate? NIPS 2024
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis NIPS 2024
Vision Mamba Mender NIPS 2024
Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024
byteLLM@LT-EDI-2024: Homophobia/Transphobia Detection in Social Media Comments - Custom Subword Tokenization with Subword2Vec and BiLSTM EACL 2024
Omni-Kernel Network for Image Restoration AAAI 2024
TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing EACL 2024
Pairing Orthographically Variant Literary Words to Standard Equivalents Using Neural Edit Distance Models EACL 2024
Frequency-Adaptive Pan-Sharpening with Mixture of Experts AAAI 2024
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain AAAI 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NIPS 2024
Finding Visual Saliency in Continuous Spike Stream AAAI 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024
NN4SysBench: Characterizing Neural Network Verification for Computer Systems NIPS 2024
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond NIPS 2024
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning EACL 2024
MIT-KEC-NLP@DravidianLangTech-EACL 2024: Offensive Content Detection in Kannada and Kannada-English Mixed Text Using Deep Learning Techniques EACL 2024
DLRG-DravidianLangTech@EACL2024 : Combating Hate Speech in Telugu Code-mixed Text on Social Media EACL 2024
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach EMNLP 2024
Zavira@DravidianLangTech 2024:Telugu hate speech detection using LSTM EACL 2024
YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation INTERSPEECH 2024
Exploring the impact of noise in low-resource ASR for Tamil EACL 2024
Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training INTERSPEECH 2024