conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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5,368

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Papers (including subtopics)

MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NeurIPS 2024 MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024 MedCycle: Unpaired Medical Report Generation via Cycle-Consistency NAACL 2024 Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation WACV 2024 Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NeurIPS 2024 Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024 Medical diffusion on a budget: Textual Inversion for medical image generation MIDL 2024 Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge COLING 2024 Medical Neural Architecture Search: Survey and Taxonomy IJCAI 2024 Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024 Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024 MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning NeurIPS 2024 MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024 MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant CVPR 2024 MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance AAAI 2024 MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024 MedQA-SWE - a Clinical Question & Answer Dataset for Swedish COLING 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer AAAI 2024 MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms EACL 2024 MEEL: Multi-Modal Event Evolution Learning ACL 2024 MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter ACL 2024 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NeurIPS 2024 MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models CVPR 2024