Datasets:
ronantakizawa
/
huggingface-top-papers

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name
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times_trended
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median_rank
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publish_date
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arxiv_link
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501
Nav-R1: Reasoning and Navigation in Embodied Scenes
6
39
43.33
43
Sep 13, 2025
4
21
https://arxiv.org/abs/2509.10884
502
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning
4
23
39.5
44
Sep 26, 2025
113
20
https://arxiv.org/abs/2509.22576
503
PUSA V1.0: Surpassing Wan-I2V with $500 Training Cost by Vectorized Timestep Adaptation
4
28
39.75
42
Jul 22, 2025
9
545
https://arxiv.org/abs/2507.16116
504
Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation
3
32
36
35
Sep 28, 2025
7
9
https://arxiv.org/abs/2509.23866
505
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot
2
26
28.5
28
Oct 8, 2025
14
24
https://arxiv.org/abs/2510.06751
506
GUI-G^2: Gaussian Reward Modeling for GUI Grounding
2
24
29
29
Jul 21, 2025
118
138
https://arxiv.org/abs/2507.15846
507
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
3
29
37
39
Oct 13, 2025
16
23
https://arxiv.org/abs/2510.11026
508
Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
7
42
45
46
Nov 10, 2025
31
92
https://arxiv.org/abs/2511.07003
509
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
4
31
40.75
42
Aug 19, 2025
12
24
https://arxiv.org/abs/2508.13998
510
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
3
36
37.33
36
Dec 5, 2024
41
7
https://arxiv.org/abs/2412.04301
511
CLEAR: Error Analysis via LLM-as-a-Judge Made Easy
1
11
11
11
Jul 24, 2025
8
10
https://arxiv.org/abs/2507.18392
512
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
7
43
45.29
46
Jul 29, 2024
44
6,580
https://arxiv.org/abs/2407.20183
513
dParallel: Learnable Parallel Decoding for dLLMs
5
40
43
42
Sep 30, 2025
17
16
https://arxiv.org/abs/2509.26488
514
ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving
8
39
46.12
47
Jun 9, 2025
1
183
https://arxiv.org/abs/2506.08052
515
AWorld: Orchestrating the Training Recipe for Agentic AI
7
36
45.43
46
Aug 28, 2025
37
692
https://arxiv.org/abs/2508.20404
516
Reverse-Engineered Reasoning for Open-Ended Generation
4
38
41.25
40
Sep 7, 2025
127
34
https://arxiv.org/abs/2509.06160
517
MiniCPM4: Ultra-Efficient LLMs on End Devices
7
41
45.57
47
Jun 9, 2025
90
8,300
https://arxiv.org/abs/2506.07900
518
SpaceVista: All-Scale Visual Spatial Reasoning from mm to km
2
30
32
32
Oct 10, 2025
16
22
https://arxiv.org/abs/2510.09606
519
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
3
30
38.67
41
Oct 13, 2025
14
15
https://arxiv.org/abs/2510.11027
520
Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions
5
38
43.6
41
Nov 10, 2025
19
248
https://arxiv.org/abs/2511.06876
521
VideoGen-of-Thought: A Collaborative Framework for Multi-Shot Video Generation
4
38
42
41
Dec 3, 2024
60
42
https://arxiv.org/abs/2412.02259
522
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
4
39
42.25
41
Oct 14, 2025
134
43
https://arxiv.org/abs/2510.12276
523
MGM-Omni: Scaling Omni LLMs to Personalized Long-Horizon Speech
5
40
44.2
42
Sep 29, 2025
11
133
https://arxiv.org/abs/2509.25131
524
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
3
33
39.67
42
Oct 10, 2025
21
26
https://arxiv.org/abs/2510.09781
525
Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight
2
32
34
34
Nov 20, 2025
10
18
https://arxiv.org/abs/2511.16175
526
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
4
28
42.75
47
Jul 18, 2025
27
189
https://arxiv.org/abs/2507.14137
527
How Far are VLMs from Visual Spatial Intelligence? A Benchmark-Driven Perspective
3
37
40
37
Sep 23, 2025
22
10
https://arxiv.org/abs/2509.18905
528
Regression Language Models for Code
6
40
45.5
47
Sep 30, 2025
13
257
https://arxiv.org/abs/2509.26476
529
CoIRL-AD: Collaborative-Competitive Imitation-Reinforcement Learning in Latent World Models for Autonomous Driving
3
36
40
42
Oct 14, 2025
4
10
https://arxiv.org/abs/2510.12560
530
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
2
35
35
35
Feb 20, 2025
13
103
https://arxiv.org/abs/2502.14846
531
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation
2
34
35
35
Dec 19, 2023
73
10,400
https://arxiv.org/abs/2312.12491
532
LLMs Can Get "Brain Rot"!
4
38
43
42
Oct 15, 2025
19
72
https://arxiv.org/abs/2510.13928
533
Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library
5
40
44.6
45
Jun 6, 2025
7
2,270
https://arxiv.org/abs/2506.06122
534
ConsistEdit: Highly Consistent and Precise Training-free Visual Editing
2
35
35.5
35
Oct 20, 2025
11
25
https://arxiv.org/abs/2510.17803
535
TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis
4
34
43.5
45
Aug 19, 2025
16
72
https://arxiv.org/abs/2508.13618
536
Energy-Based Transformers are Scalable Learners and Thinkers
8
44
47.25
47
Jul 2, 2025
65
463
https://arxiv.org/abs/2507.02092
537
PromptCoT 2.0: Scaling Prompt Synthesis for Large Language Model Reasoning
3
28
41
47
Sep 24, 2025
29
93
https://arxiv.org/abs/2509.19894
538
Multi-Agent Tool-Integrated Policy Optimization
2
35
36
36
Oct 6, 2025
19
20
https://arxiv.org/abs/2510.04678
539
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
3
33
41.33
45
Jul 17, 2025
69
330
https://arxiv.org/abs/2507.13348
540
Rectified Point Flow: Generic Point Cloud Pose Estimation
3
34
41.33
44
Jun 5, 2025
3
123
https://arxiv.org/abs/2506.05282
541
Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models
4
41
43.75
44
Oct 2, 2025
5
77
https://arxiv.org/abs/2510.02300
542
A decoder-only foundation model for time-series forecasting
6
44
46.17
46
Oct 14, 2023
6
7,060
https://arxiv.org/abs/2310.10688
543
MoDA: Multi-modal Diffusion Architecture for Talking Head Generation
9
46
47.89
48
Jul 4, 2025
2
140
https://arxiv.org/abs/2507.03256
544
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
3
30
41.67
45
Sep 11, 2025
6
10
https://arxiv.org/abs/2509.09118
545
Streaming 4D Visual Geometry Transformer
1
25
25
25
Jul 15, 2025
10
454
https://arxiv.org/abs/2507.11539
546
s3: You Don't Need That Much Data to Train a Search Agent via RL
5
41
45.8
47
May 20, 2025
18
564
https://arxiv.org/abs/2505.14146
547
MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning
2
36
38
38
Sep 26, 2025
27
24
https://arxiv.org/abs/2509.22281
548
Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer
3
38
42.33
42
Oct 8, 2025
63
72
https://arxiv.org/abs/2510.06590
549
iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation
2
34
38
38
Nov 25, 2025
30
120
https://arxiv.org/abs/2511.20635
550
ThinkSound: Chain-of-Thought Reasoning in Multimodal Large Language Models for Audio Generation and Editing
2
38
38.5
38
Jun 26, 2025
7
876
https://arxiv.org/abs/2506.21448
551
Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling
2
30
38.5
38
Sep 1, 2025
5
6
https://arxiv.org/abs/2509.01624
552
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver
2
30
38.5
38
Oct 20, 2025
2
10
https://arxiv.org/abs/2510.17699
553
MUR: Momentum Uncertainty guided Reasoning for Large Language Models
3
40
43
44
Jul 20, 2025
36
32
https://arxiv.org/abs/2507.14958
554
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
3
39
43
42
Oct 5, 2025
18
6
https://arxiv.org/abs/2510.04081
555
AniMaker: Automated Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation
8
46
48.12
48
Jun 12, 2025
37
173
https://arxiv.org/abs/2506.10540
556
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI
2
39
39.5
39
Oct 7, 2025
101
22
https://arxiv.org/abs/2510.05684
557
V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models
3
38
43.33
43
Nov 20, 2025
48
15
https://arxiv.org/abs/2511.16668
558
DetailFlow: 1D Coarse-to-Fine Autoregressive Image Generation via Next-Detail Prediction
1
29
29
29
May 27, 2025
16
144
https://arxiv.org/abs/2505.21473
559
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
4
40
45.5
46
Aug 14, 2025
13
10
https://arxiv.org/abs/2508.13186
560
Mem4Nav: Boosting Vision-and-Language Navigation in Urban Environments with a Hierarchical Spatial-Cognition Long-Short Memory System
4
41
45.5
46
Jun 24, 2025
3
89
https://arxiv.org/abs/2506.19433
561
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
5
44
46.8
46
Jun 5, 2025
72
1,390
https://arxiv.org/abs/2506.05176
562
Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony
4
44
45.75
45
Oct 13, 2025
15
2,270
https://arxiv.org/abs/2510.11345
563
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
4
44
45.75
46
Nov 18, 2025
15
951
https://arxiv.org/abs/2511.14460
564
Deep Researcher with Test-Time Diffusion
3
36
44.33
47
Jul 21, 2025
63
2,910
https://arxiv.org/abs/2507.16075
565
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
2
40
41
41
Oct 27, 2025
52
27
https://arxiv.org/abs/2510.23763
566
LiteAttention: A Temporal Sparse Attention for Diffusion Transformers
3
42
44.33
43
Nov 14, 2025
24
23
https://arxiv.org/abs/2511.11062
567
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
4
45
46.25
46
Aug 6, 2025
46
141
https://arxiv.org/abs/2508.04700
568
Quantile Advantage Estimation for Entropy-Safe Reasoning
2
35
41.5
41
Sep 26, 2025
100
8
https://arxiv.org/abs/2509.22611
569
TensorBLEU: Vectorized GPU-based BLEU Score Implementation for Per-Sentence In-Training Evaluation
4
40
46.25
48
Oct 7, 2025
7
13
https://arxiv.org/abs/2510.05485
570
MATRIX: Mask Track Alignment for Interaction-aware Video Generation
2
37
41.5
41
Oct 8, 2025
29
22
https://arxiv.org/abs/2510.07310
571
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application
4
43
46.25
46
Oct 22, 2025
26
85
https://arxiv.org/abs/2510.19631
572
VACE: All-in-One Video Creation and Editing
3
43
45
44
Mar 10, 2025
54
3,000
https://arxiv.org/abs/2503.07598
573
Open Deep Search: Democratizing Search with Open-source Reasoning Agents
4
45
46.5
46
Mar 26, 2025
48
3,620
https://arxiv.org/abs/2503.20201
574
TUN3D: Towards Real-World Scene Understanding from Unposed Images
1
33
33
33
Sep 23, 2025
12
11
https://arxiv.org/abs/2509.21388
575
Efficient Guided Generation for Large Language Models
3
41
45
45
Jul 19, 2023
8
12,900
https://arxiv.org/abs/2307.09702
576
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios
2
36
42
42
Nov 22, 2025
34
42
https://arxiv.org/abs/2511.18050
577
STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flow
6
45
48
48
Nov 25, 2025
16
40
https://arxiv.org/abs/2511.20462
578
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
1
34
34
34
Jul 22, 2025
28
42
https://arxiv.org/abs/2507.16746
579
From reactive to cognitive: brain-inspired spatial intelligence for embodied agents
2
42
42.5
42
Aug 24, 2025
3
18
https://arxiv.org/abs/2508.17198
580
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
4
46
46.75
47
Mar 12, 2025
35
3,130
https://arxiv.org/abs/2503.09516
581
Retrieval-Augmented Generation with Hierarchical Knowledge
1
34
34
34
Mar 13, 2025
2
359
https://arxiv.org/abs/2503.10150
582
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards
1
34
34
34
May 30, 2025
72
1,130
https://arxiv.org/abs/2505.24760
583
Chem-R: Learning to Reason as a Chemist
2
35
42.5
42
Oct 19, 2025
45
9
https://arxiv.org/abs/2510.16880
584
Hierarchical Budget Policy Optimization for Adaptive Reasoning
1
35
35
35
Jul 21, 2025
12
14
https://arxiv.org/abs/2507.15844
585
Qwen2.5-Omni Technical Report
4
45
47
47
Mar 26, 2025
165
3,510
https://arxiv.org/abs/2503.20215
586
Variational Reasoning for Language Models
2
36
43
43
Sep 26, 2025
57
34
https://arxiv.org/abs/2509.22637
587
OpenVoice: Versatile Instant Voice Cloning
6
46
48.33
49
Dec 3, 2023
3
35,300
https://arxiv.org/abs/2312.01479
588
BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
3
43
46
45
Aug 8, 2025
35
49
https://arxiv.org/abs/2508.06600
589
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images
3
38
46
50
Oct 13, 2025
12
22
https://arxiv.org/abs/2510.11718
590
Continuous Thought Machines
2
42
43.5
43
May 8, 2025
12
1,490
https://arxiv.org/abs/2505.05522
591
MMaDA: Multimodal Large Diffusion Language Models
1
37
37
37
May 21, 2025
94
1,230
https://arxiv.org/abs/2505.15809
592
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
4
46
47.5
47
Aug 1, 2025
91
388
https://arxiv.org/abs/2508.00414
593
DrugReasoner: Interpretable Drug Approval Prediction with a Reasoning-augmented Language Model
2
44
44
44
Aug 26, 2025
10
2
https://arxiv.org/abs/2508.18579
594
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis
2
44
44
44
Mar 14, 2025
3
1,530
https://arxiv.org/abs/2503.11509
595
VideoNSA: Native Sparse Attention Scales Video Understanding
2
42
44
44
Oct 2, 2025
8
29
https://arxiv.org/abs/2510.02295
596
OmniNWM: Omniscient Driving Navigation World Models
2
43
44
44
Oct 21, 2025
6
48
https://arxiv.org/abs/2510.18313
597
EVTAR: End-to-End Try on with Additional Unpaired Visual Reference
2
43
44
44
Nov 2, 2025
4
17
https://arxiv.org/abs/2511.00956
598
P1: Mastering Physics Olympiads with Reinforcement Learning
2
43
44
44
Nov 17, 2025
106
45
https://arxiv.org/abs/2511.13612
599
nablaNABLA: Neighborhood Adaptive Block-Level Attention
1
38
38
38
Jul 17, 2025
85
10
https://arxiv.org/abs/2507.13546
600
Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation
3
41
46.67
49
Sep 18, 2025
29
19
https://arxiv.org/abs/2509.15194