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2. Synaptic plasticity and memory addressing in biological and artificial neural networks
3. Abstractions for Probabilistic Programming to Support Model Development
4. AI and the Writer: How Language Models Support Creative Writers
5. Algorithm-Hardware Co-design for Ultra-Low-Power Machine Learning and Neuromorphic Computing
6. Artificial Intelligence for Climate Change Mitigation Roadmap
7. A synergistic future for AI and ecology
8. ChatGPT: Implications for social work education and practice
9. Computational Models of Argument Structure and Argument Quality for Understanding Misinformation
10. Designing Exploratory Search Systems that Stimulate Memory and Reduce Cognitive Load
11. Implications for instructors now that AI can write convincing student work for free
12. Interpretable Machine Learning for the Social Sciences: Applications in Political Science and Labor Economics
13. Machine Learning Framework for Causal Modeling for Process Fault Diagnosis and Mechanistic Explanation Generation
14. Multimodal deep learning systems for analysis of human behavior, preference, and state
15. Robust Machine Learning by Integrating Context
16. "Seeing Red" or "Tickled Pink"? Investigating the Power of Language and Vision Models through Color, Emotion, and Metaphor
17. Task-dependent representations for cerebellar learning
18. Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing
19. Towards Causal Reinforcement Learning
20. Ultra-low-power Audio Feature Extraction using Time-Mode Analog Signal Processing Circuits
21. Unpacking the Caveats of ChatGPT in Education: Addressing Bias, Representation, Authorship, and Plagiarism
22. Using Natural Language Processing to Organize and Analyze Oral History Projects
23. AI Image Generation with Stable Diffusion
24. Artificial Intelligence for Detection, Characterization, and Classification of Complex Visual Patterns in Medical Imaging; Applications in Pulmonary and Neuro-imaging
25. Beyond Worst-Case Analysis of Optimization in the Era of Machine Learning
26. Deep Self-Modeling for Robotic Systems
27. Efficient Machine Teaching Frameworks for Natural Language Processing
28. Fusing simultaneously acquired EEG-fMRI using deep learning
29. Genealogies of Machine Learning, 1950-1995
30. Highly Parallel Silicon Photonic Links with Integrated Kerr Frequency Combs
31. High Performance Silicon Photonic Interconnected Systems
32. Ilya Goldberg: Machine Learning for Early Detection of COVID-19 Plaques in Cells
33. Learning to Stay Current in the Fourth Industrial Revolution: Examining How Career Counselors Make Meaning of the Impact of Automation and Artificial Intelligence (AI) on Occupations
34. Machine Learning for AI-Augmented Design Space Exploration of Computer Systems
35. Modality Bridging and Unified Multimodal Understanding
36. Novel Damage Assessment Framework for Dynamic Systems through Transfer Learning from Audio Domains
37. Optically-Enabled High Performance Reconfigurable Interconnection Networks
38. Realizing the promise of big data: how Taiwan can help the world reduce medical errors and advance precision medicine
39. Robust, Interpretable, and Portable Deep Learning Systems for Detection of Ophthalmic Diseases
40. Towards Generalist Robots through Visual World Modeling
41. A Computational Perspective of Causal Inference and the Data Fusion Problem
42. Artificial Intelligence and Healthcare in India
43. Autogenerative Networks
44. Clinician Trust in Predictive Clinical Decision Support for In-Hospital Deterioration
45. Detect and Repair Errors for DNN-based Software
46. Essays on the Applications of Machine Learning in Financial Markets
47. Generating Explanations for Chest Medical Scan Pneumonia Predictions
48. How 1950s ideas about creativity in machine learning continue to inform social and political possibility today
49. Improving Robotic Manipulation via Reachability, Tactile, and Spatial Awareness
50. Learning Structured Representations for Understanding Visual and Multimedia Data
51. On the Interplay between Mechanical and Computational Intelligence in Robot Hands
52. Reinforcement Learning: New Algorithms and An Application for Integer Programming
53. Stochastic Methods in Optimization and Machine Learning
54. The Polysemia of Recognition: Facial Recognition in Algorithmic Management
55. Wittgenstein in the Machine
56. Network Structures, Concurrency, and Interpretability: Lessons from the Development of an AI Enabled Graph Database System
57. Probabilistic Programming for Deep Learning
58. The Constitutionality of Algorithmic Decision Systems Output in Light of the Probable Cause Requirement of the Fourth Amendment
59. The Robot Question
60. Blurring the Line Between Human and Machine: Marketing Artificial Intelligence
61. Corporate Management in the Age of AI
62. Cross-Lingual Transfer of Natural Language Processing Systems
63. Optimization for Probabilistic Machine Learning
64. AI, Worker-Replacing Technological Change and Income Distribution
65. HOLMES: A Hybrid Ontology-Learning Materials Engineering System
66. Kernel Approximation Methods for Speech Recognition
67. Machine Translation of Arabic Dialects
68. The Macroeconomics of AI
69. You and AI: The Future of Work
70. 3D Object Understanding from RGB-D Data
71. Artificial Intelligence and Its Implications for Income Distribution and Unemployment
72. Artificial Intelligence: Practice and Implications for Journalism
73. Artificial Intelligence’s Fair Use Crisis
74. Object Part Localization Using Exemplar-based Models
75. The Coming Great Transformation
76. Data-Driven Solutions to Bottlenecks in Natural Language Generation
77. Understanding Music Semantics and User Behavior with Probabilistic Latent Variable Models
78. A Family of Latent Variable Convex Relaxations for IBM Model 2
79. Facilitating Formal Verification of Cooperative Driving Applications: Techniques and Case Study
80. KABU: Dynamic Inference Tool of Metamorphic Properties
81. Scalable Machine Learning for Visual Data
82. The Artificially Intelligent Woman: Talking Down to the Female Machine
83. Learning Theory Analysis for Association Rules and Sequential Event Prediction
84. Stable and Semantic Robotic Grasping Using Tactile Feedback
85. A Modern Standard Arabic Closed-Class Word List
86. Analysis, Algorithms, and Control for Intelligent Surgical Exploration and Intervention
87. Efficient Point-to-Subspace Query in ℓ1 with Application to Robust Face Recognition
88. Mining Large-Scale Music Data Sets
89. Modeling Narrative Discourse
90. Perceptually-Inspired Music Audio Analysis
91. Toward Semantic Machine Translation
92. Environmental Sound Recognition and Classification
93. Extracting Information from Sound
94. Joint Audio-Visual Signatures for Web Video Analysis
95. Large-scale cover song recognition using hashed chroma landmarks
96. Machine and Medicine: How Artificial Intelligence Will Improve Medical Practice
97. Music Audio Research at LabROSA
98. Signal Processing for Music Analysis
99. Speech Separation for Recognition and Enhancement
100. Transcribing Multi-Instrument Polyphonic Music With Hierarchical Eigeninstruments
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