Nishanth Dikkala
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- Reasoning with Latent Thoughts: On the Power of Looped Transformers
2025/02/24 by Nikunj Saunshi, Nishanth Dikkala, Saunshi, Nikunj +7 · 34 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- BIG-Bench Extra Hard
2025/02/26 by Mehran Kazemi, Kazemi, Mehran, Bahare Fatemi +37 · 33 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Minimax Estimation of Conditional Moment Models
2020/06/12 by Nishanth Dikkala, Greg Lewis, Dikkala, Nishanth +5 · 7 citations
Mathematics · Computer Science · Decision Sciences · #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference #Probabilistic and Robust Engineering Design
- Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles
2024/09/16 by Kulin Shah, Shah, Kulin, Nishanth Dikkala +5 · 8 citations
Computer Science · #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies #Bayesian Modeling and Causal Inference
- Alternating Updates for Efficient Transformers
2023/01/30 by Cenk Baykal, Baykal, Cenk, Dylan Cutler +9 · 4 citations
Computer Science · #Topic Modeling #Advanced Neural Network Applications #Advanced Graph Neural Networks
- Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
2024/09/19 by Kiran Vodrahalli, Vodrahalli, Kiran, Santiago Ontañón +45 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- ReMI: A Dataset for Reasoning with Multiple Images
2024/06/13 by Mehran Kazemi, Nishanth Dikkala, Kazemi, Mehran +19 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- Learning Neural Networks with Sparse Activations
2024/06/26 by Pranjal Awasthi, Awasthi, Pranjal, Nishanth Dikkala +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- StagFormer: Time Staggering Transformer Decoding for RunningLayers In Parallel
2025/01/26 by Dylan Cutler, Cutler, Dylan, Arun Kandoor +9 · 1 citation
Computer Science · #Neural Networks and Applications