Cahlen Humphreys PRO
cahlen
AI & ML interests
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Recent Activity
updated a dataset about 6 hours ago
cahlen/kronecker-coefficients updated a dataset about 11 hours ago
cahlen/ramanujan-machine-results published a dataset about 11 hours ago
cahlen/ramanujan-machine-resultsOrganizations
Animations
World Models
3D / Mesh
Gaussians and Nerfs
-
Sketch2NeRF: Multi-view Sketch-guided Text-to-3D Generation
Paper • 2401.14257 • Published • 12 -
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation
Paper • 2402.05054 • Published • 29 -
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction
Paper • 2402.12712 • Published • 18 -
GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting
Paper • 2402.10259 • Published • 15
Image Restoration
Surveys
TBR
Papers TO BE READ
-
3D-LLM: Injecting the 3D World into Large Language Models
Paper • 2307.12981 • Published • 41 -
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study
Paper • 2401.17981 • Published • 1 -
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM
Paper • 2312.02126 • Published • 2 -
Relightable Gaussian Codec Avatars
Paper • 2312.03704 • Published • 32
Object Detection
Multimodal
DLM
Datasets
Audio
Web Agents
Data Generation
3D Avatar Utils
-
Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance
Paper • 2401.15687 • Published • 24 -
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
Paper • 2312.03029 • Published • 27 -
DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation
Paper • 2312.13578 • Published • 29 -
Splatter Image: Ultra-Fast Single-View 3D Reconstruction
Paper • 2312.13150 • Published • 15
Spatial
LLM
-
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
Paper • 2402.05140 • Published • 23 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 21 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 60 -
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
Paper • 2402.14658 • Published • 84
Video
-
VideoPrism: A Foundational Visual Encoder for Video Understanding
Paper • 2402.13217 • Published • 38 -
No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding
Paper • 2405.08344 • Published • 15 -
Helios: Real Real-Time Long Video Generation Model
Paper • 2603.04379 • Published • 178
Agents
AI OS
DLM
Animations
Datasets
World Models
Audio
3D / Mesh
Web Agents
Gaussians and Nerfs
-
Sketch2NeRF: Multi-view Sketch-guided Text-to-3D Generation
Paper • 2401.14257 • Published • 12 -
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation
Paper • 2402.05054 • Published • 29 -
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction
Paper • 2402.12712 • Published • 18 -
GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting
Paper • 2402.10259 • Published • 15
Data Generation
Image Restoration
3D Avatar Utils
-
Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance
Paper • 2401.15687 • Published • 24 -
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
Paper • 2312.03029 • Published • 27 -
DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation
Paper • 2312.13578 • Published • 29 -
Splatter Image: Ultra-Fast Single-View 3D Reconstruction
Paper • 2312.13150 • Published • 15
Surveys
Spatial
TBR
Papers TO BE READ
-
3D-LLM: Injecting the 3D World into Large Language Models
Paper • 2307.12981 • Published • 41 -
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study
Paper • 2401.17981 • Published • 1 -
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM
Paper • 2312.02126 • Published • 2 -
Relightable Gaussian Codec Avatars
Paper • 2312.03704 • Published • 32
LLM
-
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
Paper • 2402.05140 • Published • 23 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 21 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 60 -
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
Paper • 2402.14658 • Published • 84
Object Detection
Video
-
VideoPrism: A Foundational Visual Encoder for Video Understanding
Paper • 2402.13217 • Published • 38 -
No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding
Paper • 2405.08344 • Published • 15 -
Helios: Real Real-Time Long Video Generation Model
Paper • 2603.04379 • Published • 178
Multimodal
Agents