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AIRLab @UCU_55s_mNE1V8jd57mst9cw@youtube.com

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๊ฒฝํฌ๋Œ€ํ•™๊ต AI & Robotics ์—ฐ๊ตฌ์‹ค AIRLab ์ž…๋‹ˆ๋‹ค.


20:32
์ด๊ฑธ๋กœ ๋ญ˜ ํ•˜๊ณ  ์‹ถ์€์ง€ ์•Œ์•„์•ผ ์ž˜ ์žก์ง€ GraspGPT: Leveraging Semantic Knowledge from a LLM for Task-Oriented Grasping
16:30
3D๋ผ๊ณ  ๋ชป ๋งŒ๋“ค ์ค„ ์•Œ์•„? ์™€๋ž„ใ„น๋ผ๋ผ๐Ÿค“๐Ÿค“MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
27:54
๋ฐ”๋กœ ์ •ํ™•ํ•œ Depth๋ฅผ ์•Œ๋ ค์ค˜๋ฒ„๋ ค~๐Ÿ“ Depth Pro: Sharp Monocular MetricDepth in Less Than a Second
19:52
์–ธ์ œ๊นŒ์ง€ MLP์— ๋ฉˆ์ถฐ์žˆ์„ ์ˆ˜ ์—†์ž–์•„??๐Ÿค”๐Ÿค” KAN: Kolmogorov-Arnold Networks(arXiv 2024)
17:37
ViT? CNN? ์ผ๋‹จ ์„ž์–ด๋ณด์ž ViT with Convolutional Multi-scale Feature Interaction for Dense Predictions
16:02
๋ญ๋“  ๊ฐ€์ ธ์™€! ๋‹ค ๋ฐ”๊ฟ”์ค„ํ…Œ๋‹ˆ๊นŒ!!๐Ÿ“ธ๐Ÿ“ธ StyleShot : A Snapshot on Any Style
16:44
์ด๊ฒŒ ์ž˜ ์„ž์œผ๋ฉด ๋˜๊ฑฐ๋ฉ์š”? ํ•ด๋ณด์„ธ์š”๐Ÿช„ DIFFUSEMIX: Label-Preserving Data Augmentation with Diffusion Models(CVPR 2024)
23:28
๊ทธ๊ฒƒ์ด ์•Œ๊ณ ์‹ถ๋‹ค VQA Robust Visual Question Answering: Datasets, Methods, and Future Challenges(TPAMI 2024)
13:54
์–ด๋Š ์„ธ์›”์— ๊ทธ๊ฑธ ๋‹ค ํ•˜๊ณ  ์žˆ๋‹ˆ??โฑ๏ธ Accelerating Diffusion Models via Early Stop of the Diffusion Process
16:24
๋กœ๋ด‡์ด ๋‹ค ์กฐ๋ฆฝํ•ด์ค€๋Œ€ Multi-level Reasoning for Robotic Assembly: From Sequence Inference to Contact Selection
18:05
๋ญ ์ด๋ฆฌ ๋นจ๋ฆฌ ๋งŒ๋“ค์–ด?CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model(ECCV 2024)
20:04
์ฒ˜์Œ ๋ณด๋Š” ๊ฒƒ๋„ ์ฐพ์•„์ค„ ์ˆ˜ ์žˆ์ง€?๐Ÿ” Segment Anything Model Meets Zero-Shot 6D Object Pose Estimation (CVPR 2024)
22:00
์ž, ์ ˆ ๋”ฐ๋ผ์„œ ๋นผ๊ณ  ๋”ํ•˜์„ธ์š”. ์ฐธ ์‰ฝ์ฃ ?๐Ÿ–Œ๏ธ๐Ÿ–Œ๏ธ Domain Gap Embeddings for Generative Dataset Augmentation (CVPR 2024)
28:11
๊ทธ๋ƒฅ ์ง€์šฐ๊ธฐ๋งŒ ํ•˜๋Š”๊ฒŒ ์•„๋‹ˆ์•ผ!!๐Ÿ—‘๏ธ Unified Gradient-Based MU with Remain Geometry Enhancement(NeurIPS 2024)
20:40
๋กœ๋ด‡์†์ด ์ „๋ถ€ ๋Œ.๋ ค.๋†“.์œผ.์…จ.๋‹ค.๐Ÿ”ƒIn-Hand Object Rotation via Rapid Motor Adaptation(CoRL 2022)
22:22
์กฐ๋งŒ๊ฐ„์ด๋‹ค ์กด๋ฒ„์ฝ”์ธ๐Ÿค–Learning to Grasp Clothing Structural Regions for Garment Manipulation Tasks(IROS 2023)
20:47
๋ฐ์ดํ„ฐ์…‹ ์—†์œผ๋ฉด ์œ ํŠœ๋ธŒ๋ผ๋„ ํ„ธ์–ด์„œ ๋งŒ๋“ค๋ฉด ๋˜. 360ยฐ Dataset for Depth Prediction and View Synthesis(arXiv 2024)
26:49
๊ธฐ์–ต์„ ์‚ญ์ œํ•˜๋žฌ์ง€, ์„ฑ๋Šฅ ๋ง๊ณ  Towards Efficient Machine Unlearning with Data Augmentation with GLI (CVPRW 2024)
03:10
PAIR360: A Paired Dataset of High-Resolution 360ยฐ Panoramic Images and LiDAR Scans
19:49
Target์ด ์—…์จ? ์ž˜ ์ฐพ์•„๋ด Geometric MI Approach to Target-Free Camera LiDAR Extrinsic Calibration(WACV 2024)
19:14
์•„ ์ง€ํ”ผํ‹ฐ์•ผ ํ•  ์ˆ˜ ์žˆ์ž–์•„!! PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
29:17
๋””ํ“จ์ „?? ๋‹จ์–ด ํ•˜๋‚˜๋ฉด ๋ผ๐Ÿ‘Personalizing Text-to-Image Generation using Textual Inversion (ICLR 2023)
15:13
์•„๋ฌดํŠผ ๋น ๋ฅด๊ณ  ์ •ํ™•ํ•˜๊ฒŒ ์ง„ํ™”.๐Ÿค–๐Ÿค–RVT-2 Learning Precise Manipulation from Few Demonstrations(RSS 2024)
20:27
์ด๊ฒŒ ๊ฟˆ์ธ์ง€ ์ƒ์‹ ์ง€... ๐ŸŒ™ DataDream: Few-shot Guided Dataset Generation(ECCV 2024)
21:44
๋น ๋ฅด์ง€๋งŒ ๊ฐ•๋ ฅํ•œ ๋””ํ“จ์ „์œผ๋กœ ๊ฐ€์žโšกGeneralizable Visuomotor Policy Learning via Simple 3D Representations(RSS 2024)
26:39
์ตœ์„ ์ž…๋‹ˆ๊นŒ? ํ™•์‹คํ•ด์š”? Can Classic TTA Strategies Be Effectively Applied in Semantic Segmentation?(ACMMM 2024)
16:20
๋””ํ“จ์ „์ด ๊ทธ๋ฆผ๋งŒ ๊ทธ๋ฆฌ๊ฒ ๋‹ˆ Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation(CVPR 2024)
22:44
์ด๋ฒˆ์—” Depth Task ๋ฐœ๋™๐Ÿƒ๐Ÿƒ Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data (CVPR 2024)
25:45
๐ŸŒŽ๋งจํ•ดํŠผ์—์„œ ์†Œ์‹ค์ ์„ ์ฐพ์•„๋ผ!๐Ÿ” Quasi-Globally Optimal and Real-Time Visual Compass in Manhattan World (RA-L 2022)
27:43
ํ™˜์ž๋ถ„, ๊ฐ€๋งŒํžˆ์ข€ ๊ณ„์„ธ์š”;; H-ViT: Hierarchical Vision Transformer for Deformable Image Registration (CVPR 2024)
20:35
์Šคํ‚ฌ์„ ์•Œ๋ ค์ค„๊ฒŒ ๋”ฐ๋ผ์™€ Boosting Offline RL for Autonomous Driving with Hierarchical Latent Skills (ICRA 2024)
19:47
3์‹œ๊ฐ„ ๊ฑธ๋ฆด data๋ฅผ 10๋ถ„๋งŒ์— ๋ชจ์•„์„œ ๊ฐ€๋Šฅ๐Ÿ‘ MimicPlay: Long-Horizon Imitation Learning by Watching Human Play
25:25
์—†๋Š” ๊ณณ ์ƒ‰๋„ ์น ํ•ด์ฃผ๊ณ  Depth๋„ ๋งŒ๋“ค์–ด์ฃผ๊ณ ๐Ÿ–Œ๏ธRIC: Rotate-Inpaint-Complete for Generalizable Scene Reconstruction
23:15
์ž‘์•„๋„ ์ถฉ๋ถ„ํ•ด!โšกEcoTTA: Memory-Efficient Continual Test-time Adaptation (CVPR 2023)
24:45
๋‚œ ๋ˆˆ์„ ๊ฐ€๋ฆฌ๊ณ  ํ•ด๋„ ์ž˜ ํ•ด!โœ‹Rotating without Seeing: Towards In-Hand Dexterity Through Touch(RSS 2023)
31:58
MuJoCo Tutorial
15:56
์•ˆ ์žกํžˆ๋ฉด ๋ฐ€๊ณ  ์žก์•„๋ด ๐Ÿค– RL Based Pushing and Grasping Objects from Ungraspable Poses (ICRA 2023)
23:50
์žˆ๋Š” ๊ฑธ ์“ฐ๋ฉด ๋˜์ง€ Adapt 3D Object Detection and Monocular Depth Estimation to Panoramic Imagery(ECCV 2018)
29:43
Isaac Sim Tutorial
25:41
์—ญํ• ์„ ๋‚˜๋ˆ ์„œ ํ•ด๋ณด์ž๊ณ  DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning (ECCV 2022)
22:02
๋ฌด์ž‘์ • ๋”ฐ๋ผํ•˜๋Š” ๊ฒŒ ์•„๋‹ˆ๋ผ๊ณ ๐Ÿ˜Ž A Learning-Based Framework for Efficient Dexterous Manipulation(ICRA 2023)
24:17
์žฅ์ธ์€ ๋ฉ€๋ฆฌ ์žˆ์–ด๋„ ํ•  ์ˆ˜ ์žˆ๋‹ค๊ณ ๐Ÿ“LB-L2L-Calib: Robust Extrinsic Calibration for Multiple 3D LiDARs (ICRA 2022)
19:04
๋ญ๊ฐ€ ๋ฌธ์ œ์•ผ? ๋งž์ถฐ์ฃผ๋ฉด ๊ทธ๋งŒ์ด์ž–์•„!๐Ÿช„Logit Standardization in Knowledge Distillation (CVPR 2024)
24:09
์ด๋ ‡๊ฒŒ ์ข‹์€ ๊ฒƒ๋งŒ ์คฌ๋Š”๋ฐ? ์ž˜ํ•ด์•ผ์ง€?๐Ÿค”๐Ÿค”DiffAIL: Diffusion Adversarial Imitation Learning (AAAI 2024)
23:11
์•Œ์ž˜๋”ฑ๊น”์…€ SELFI:Autonomous Self-Improvement with Reinforcement Learning for Social Navigation(arXiv2024)
21:17
๋ถ„๋ช… ์—†๋Š”๋ฐ NAYER: Noisy Layer Data Generation for Efficient Data-free Knowledge Distillation (CVPR 2024)
04:33
[CVPR 2024] A2XP: Towards Private Domain Generalization
24:42
๋”ฑ 2๋Œ€๋งŒ ์žˆ์œผ๋ฉด ๋ผ PanoVLM: Low-Cost and accurate panoramic vision and LiDAR fused mapping(ISPRS P&RS 2023)
19:55
์šฐ๋ฆฐ feature๋„ ๊ณ ํ™”์งˆ๋กœ ๋ด FeatUp: A Model-Agnostic Framework for Features at Any Resolution (ICLR 2024)
30:32
๋‹ค๋“ค ๊ธด์žฅํ•ด. ์–ธ์ œ ๋จนํž์ง€ ๋ชฐ๋ผ Mamba: Linear-Time Sequence Modeling with Selective State Spaces (arXiv 2023)
18:06
์•”๋งŒ ์„ž์–ด๋ด๋ผ, ๋‹ค ๋˜๋Œ๋ ค์ฃผ๋งˆ ๐Ÿช„ Hierarchical CL for Pattern-Generalizable Image Corruption Detection (ICCV 2023)
19:48
๋„ˆ ์—†์ด ์ž˜ ์‚ด์•„๐Ÿ’”Pixel-level Extrinsic Self Calibration LiDAR & Camera in Targetless Environments(RAL 2021)
36:03
๋„ฃ๊ณ  ๋น„์šฐ๊ณ , ๋„ฃ๊ณ  ๋น„์šฐ๊ณ  ํ•ด์•ผ ๊ณ„์† ํ•  ์ˆ˜ ์žˆ๋Š” ๊ฑฐ์•ผโ™ป๏ธ A Unified and General Framework for Continual Learning (ICLR 2024)
27:51
์ด๋Ÿฐ ๊ฑธ ๊ฐ“์„ฑ๋น„๋ผ๊ณ  ํ•˜๋Š”๊ฑฐ์•ผ๐Ÿค‘๐Ÿ’ธLearning Fine-Grained Bimanual Manipulation with Low-Cost Hardware (RSS 2023)
22:15
KD ์™„.์ „.์ •.๋ณต๐Ÿ”ฅ๐Ÿ”ฅKnowledge Distillation and Student-Teacher Learning for Visual Intelligence(TPAMI 2021)
17:49
๋” ๋งŽ์ด ๋ณด๋Š”๋ฐ ์™ธ์•Š๋˜? ํ•ด์ค˜. LF-VIO: A VIO Framework for Large FoV Cameras with Negative Plane (IROS 2022)
33:11
์ด๊ฑฐ ๋‹ค ์ด๊ธฐ๋ฉด ์„ธ๊ณ„ ์ตœ๊ฐ•์ธ๊ฐ€๐Ÿ‘Š๐Ÿ‘ŠGeneralizing to Unseen Domains via Adversarial Data Augmentation (NeurIPS 2018)
19:05
์šฐ๋ฆฌ ์•ผ๋ฐ•ํ•˜๊ฒŒ ๊ทธ๋ฅด์ง€ ๋ง์ž ์ข€ ๋” ์ค˜!! Vision Transformers Need Registers (ICLR 2024)
19:23
โ˜†์ œ๊ณง๋‚ดโ˜† How Do Neural Networks See Depth in Single Images? (ICCV 2019)
19:40
์†๊ฐ€๋ฝ์ด ๋ชจ์ด๋ฉด ์†์ด์ง€๐Ÿ–๏ธA Multi-Agent Approach for Adaptive Finger Cooperation in-Hand Manipulation(ICRA 2022)