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Multimodal Learning

13,185 papers

Papers per year

2
46
675
3655
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Papers

GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats NIPS 2024
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NIPS 2024
VideoGUI: A Benchmark for GUI Automation from Instructional Videos NIPS 2024
A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NIPS 2024
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts NIPS 2024
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NIPS 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning NIPS 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NIPS 2024
Can Transformers Smell Like Humans? NIPS 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents NIPS 2024
Hybrid Mamba for Few-Shot Segmentation NIPS 2024
Efficient Large Multi-modal Models via Visual Context Compression NIPS 2024
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors NIPS 2024
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation NIPS 2024
Spiking Neural Network as Adaptive Event Stream Slicer NIPS 2024
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text NIPS 2024
MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NIPS 2024
ConceptFactory: Facilitate 3D Object Knowledge Annotation with Object Conceptualization NIPS 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NIPS 2024
GTA: A Benchmark for General Tool Agents NIPS 2024
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction NIPS 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024
Continual Audio-Visual Sound Separation NIPS 2024