PinnedSummary: My Paper Reading Lists, Tutorials & SharingsFrom Image Classification, Object Detection, NLP, Self-Supervised Learning, Semi-Supervised Learning, Vision-Language, GAN, SISR …Mar 15, 20201.4K13Mar 15, 20201.4K13
Review — YOLOv12: Attention-Centric Real-Time Object DetectorsYOLOv12, Outperforms YOLOv11, YOLOv10, YOLOv9, RT-DETRFeb 221182Feb 221182
Brief Review — Large Language Models Answer Medical Questions Accurately, but Can’t Match…So, What are the usages for LLM?Dec 22, 20247Dec 22, 20247
Brief Review — Murmur Identification Using Supervised Contrastive LearningCeZIS Team, 8th and 4th Ranks for Murmur and Outcome Predictions RespectivelyDec 21, 202414Dec 21, 202414
Brief Review — An Empirical Study of Training End-to-End Vision-and-Language TransformersMETER Framework for VLMDec 18, 20244Dec 18, 20244
Brief Review — Hierarchical Multi-Scale Convolutional Network for Murmurs Detection on PCG SignalsHMS-Net, Proposed by the team HearTech+Dec 14, 20245Dec 14, 20245
Brief Review — Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature…FD-CLIP, FD-SwinV2, Feature Distilling CLIP & SwinV2Dec 12, 20249Dec 12, 20249
Brief Review — VanillaNet: the Power of Minimalism in Deep LearningVanillaNet, 6-Layer Model, More Efficient Than ConvNeXt V2Dec 10, 202422Dec 10, 202422
Brief Review — TED-LIUM 3: Twice as Much Data and Corpus Repartition for Experiments on Speaker…TED-LIUM 3, With Better AlignmentDec 8, 2024131Dec 8, 2024131
Brief Review — Ensemble Transformer-Based Neural Networks Detect Heart Murmur In Phonocardiogram…Care4MyHeart, 6th in Murmur DetectionDec 7, 2024161Dec 7, 2024161
Brief Review — Logarithmic Lenses: Exploring Log RGB Data for Image ClassificationPsuedo Log RGBDec 5, 2024Dec 5, 2024
Brief Review — Enhancing the TED-LIUM Corpus with Selected Data for Language Modeling and More TED…TED-LIUM 2, Improves TED-LIUM CorpusDec 1, 2024Dec 1, 2024
Brief Review — Utilization of Deep Learning and Expert Feature Classifier for Detection of Heart…ISIBrno-AIMT, Ranks of 9th and 12th for Murmur and Outcome Classification TasksNov 30, 2024Nov 30, 2024
Brief Review — MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language…MiniGPT-4, Using Open-Sourced LLM and Vision ModelsNov 26, 2024Nov 26, 2024
Brief Review — Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur DetectionDual Bayesian ResNet (DBRes)Nov 24, 20241Nov 24, 20241
Brief Review — Automatic snoring detection using a hybrid 1D–2D convolutional neural networkRaw Audio + 1D-CNN & VG + 2D-CNNNov 23, 2024Nov 23, 2024
Brief Review — TED-LIUM: an Automatic Speech Recognition dedicated corpusDigging Into Early Research Development for ASR/STTNov 20, 2024Nov 20, 2024
Brief Review — Log RGB Images Provide Invariance to Intensity and Color Balance Variation for…Using Linear RGB or Log RGB to Improve AccuracyNov 17, 2024Nov 17, 2024
Brief Review — Multi-Task Prediction of Murmur and Outcome from Heart Sound RecordingsPRNA Team, 2nd Place for Clinical Outcome Prediction TaskNov 16, 2024Nov 16, 2024
Brief Review — Improving Text Embeddings with Large Language ModelsE5 Mistral 7B, Outperforms E5 and Multilingual E5Nov 14, 20241Nov 14, 20241
