Advancing Open-source Large Language Models in the Medical & Healthcare Domain
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4
Aaditya Ura
aaditya
AI & ML interests
ML Researcher | Creator of OpenBioLLM, Open Medical-LLM Leaderboard, MedMCQA and Med-Halt | Focus on Representation Learning on Graphs and Manifolds | NLP x Healthcare
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aaditya's activity
upvoted
56
papers
7 days ago
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
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2408.08872
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95
TraDiffusion: Trajectory-Based Training-Free Image Generation
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2408.09739
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7
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges
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2408.08946
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9
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data
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2408.10119
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15
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views
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2408.10195
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12
ShortCircuit: AlphaZero-Driven Circuit Design
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2408.09858
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16
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
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2408.10198
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32
MambaEVT: Event Stream based Visual Object Tracking using State Space Model
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2408.10487
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5
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
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2408.10764
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7
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
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2408.11049
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9
NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency
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2408.11054
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10
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
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2408.11001
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11
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
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2408.11039
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52
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
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2408.09174
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51
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification
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2408.11237
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Published
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4
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer
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2408.08793
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3
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting
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2408.11706
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5
TrackGo: A Flexible and Efficient Method for Controllable Video Generation
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2408.11475
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16
GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models
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2408.11817
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7
FocusLLM: Scaling LLM's Context by Parallel Decoding
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2408.11745
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23
LLM Pruning and Distillation in Practice: The Minitron Approach
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2408.11796
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51
TWLV-I: Analysis and Insights from Holistic Evaluation on Video Foundation Models
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2408.11318
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54
Vintern-1B: An Efficient Multimodal Large Language Model for Vietnamese
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2408.12480
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12
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design
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2408.12503
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20
Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
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2408.12570
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27
Hermes 3 Technical Report
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2408.11857
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31
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
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2408.11878
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47
HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models in Resource-Constrained Environments
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2408.10945
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6
Memory-Efficient LLM Training with Online Subspace Descent
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2408.12857
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10
Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time
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2408.13233
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20
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
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2408.13257
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25
Building and better understanding vision-language models: insights and future directions
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2408.12637
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106
NanoFlow: Towards Optimal Large Language Model Serving Throughput
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2408.12757
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14
TVG: A Training-free Transition Video Generation Method with Diffusion Models
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2408.13413
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13
Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler
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2408.13359
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20
LLaVaOLMoBitnet1B: Ternary LLM goes Multimodal!
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2408.13402
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17
Training-free Long Video Generation with Chain of Diffusion Model Experts
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2408.13423
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19
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences
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2408.14468
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33
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs
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2408.13467
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23
Foundation Models for Music: A Survey
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2408.14340
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35
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher
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2408.14176
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57
DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification
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2408.14236
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3
Text2SQL is Not Enough: Unifying AI and Databases with TAG
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2408.14717
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23
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation
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2408.15239
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26
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
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2408.15237
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35
Diffusion Models Are Real-Time Game Engines
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2408.14837
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113
Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts
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2408.15664
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11
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
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2408.15836
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11
Efficient LLM Scheduling by Learning to Rank
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2408.15792
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14
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models
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2408.15915
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19
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation
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2408.15881
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19
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models
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2408.15518
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41
BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline
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2408.15079
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51
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
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2408.15998
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76
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements
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2408.15666
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9
Law of Vision Representation in MLLMs
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2408.16357
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87
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