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Collections including paper arxiv:2412.09624

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 57
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 41
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30, 2024 • 118
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28, 2024 • 42

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 51
Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 24
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation

Paper • 2408.00764 • Published Aug 1, 2024 • 1

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published Oct 15 • 71
NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks

Paper • 2510.15019 • Published Oct 16 • 63
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction

Paper • 2509.18090 • Published Sep 22 • 4
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation

Paper • 2509.19296 • Published Sep 23 • 23

SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views

Paper • 2408.10195 • Published Aug 19, 2024 • 13
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing

Paper • 2408.08000 • Published Aug 15, 2024 • 9
DC3DO: Diffusion Classifier for 3D Objects

Paper • 2408.06693 • Published Aug 13, 2024 • 11
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement

Paper • 2408.14211 • Published Aug 26, 2024 • 11

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Paper • 2405.08748 • Published May 14, 2024 • 24
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Paper • 2405.10300 • Published May 16, 2024 • 30
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Paper • 2405.11143 • Published May 20, 2024 • 41

Modality: Video

LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing

Paper • 2402.10294 • Published Feb 15, 2024 • 27
Genie: Generative Interactive Environments

Paper • 2402.15391 • Published Feb 23, 2024 • 72
Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 147
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97

TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion

Paper • 2401.09416 • Published Jan 17, 2024 • 11
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild

Paper • 2401.10171 • Published Jan 18, 2024 • 14
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model

Paper • 2311.09217 • Published Nov 15, 2023 • 22
GALA: Generating Animatable Layered Assets from a Single Scan

Paper • 2401.12979 • Published Jan 23, 2024 • 9

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 57
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views

Paper • 2408.10195 • Published Aug 19, 2024 • 13
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing

Paper • 2408.08000 • Published Aug 15, 2024 • 9
DC3DO: Diffusion Classifier for 3D Objects

Paper • 2408.06693 • Published Aug 13, 2024 • 11
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement

Paper • 2408.14211 • Published Aug 26, 2024 • 11

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 41
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30, 2024 • 118
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28, 2024 • 42

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Paper • 2405.08748 • Published May 14, 2024 • 24
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Paper • 2405.10300 • Published May 16, 2024 • 30
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Paper • 2405.11143 • Published May 20, 2024 • 41

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 51
Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 24
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation

Paper • 2408.00764 • Published Aug 1, 2024 • 1

Modality: Video

LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing

Paper • 2402.10294 • Published Feb 15, 2024 • 27
Genie: Generative Interactive Environments

Paper • 2402.15391 • Published Feb 23, 2024 • 72
Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 147
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion

Paper • 2401.09416 • Published Jan 17, 2024 • 11
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild

Paper • 2401.10171 • Published Jan 18, 2024 • 14
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model

Paper • 2311.09217 • Published Nov 15, 2023 • 22
GALA: Generating Animatable Layered Assets from a Single Scan

Paper • 2401.12979 • Published Jan 23, 2024 • 9

FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published Oct 15 • 71
NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks

Paper • 2510.15019 • Published Oct 16 • 63
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction

Paper • 2509.18090 • Published Sep 22 • 4
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation

Paper • 2509.19296 • Published Sep 23 • 23

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