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Deep Learning

1752 directly classified papers

Papers per year

Papers

Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective ICCV 2025
Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025
Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images NAACL 2025
ERNet: Efficient Non-Rigid Registration Network for Point Sequences ICCV 2025
Snakes and Ladders: Two Steps Up for VideoMamba ICCV 2025
GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance AAAI 2025
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025
byteSizedLLM@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification Using Customized Attention BiLSTM and XLM-RoBERTa Base Embeddings COLING 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation ICCV 2025
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025
Skeleton-based Action Recognition with Non-linear Dependency Modeling and Hilbert-Schmidt Independence Criterion AAAI 2025
Impacts of Vocoder Selection on Tacotron-based Nepali Text-To-Speech Synthesis COLING 2025
DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction AAAI 2025
Diverse Rare Sample Generation with Pretrained GANs AAAI 2025
Hyperbolic-Constraint Point Cloud Reconstruction from Single RGB-D Images AAAI 2025
sDPO: Don’t Use Your Data All at Once COLING 2025
CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics AAAI 2025
Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025
WaveLoss: An Adaptive Dynamic Loss for Deep Gait Recognition AAAI 2025
SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025
Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation IJCAI 2025
Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025
CUET_Big_O@NLU of Devanagari Script Languages 2025: Identifying Script Language and Detecting Hate Speech Using Deep Learning and Transformer Model COLING 2025
Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025