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Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) @ 203 A/B None
Difficult Examples Hurt Unsupervised Contrastive Learning: A Theoretical Perspective
In Oral Session 5D Learning dynamics and optimization III
Yi-Ge Zhang ⋅ Jingyi Cui ⋅ Qiran Li ⋅ Yisen Wang
[ OpenReview] 
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) @ 203 A/B None
Characterizing the Discrete Geometry of ReLU Networks
In Oral Session 5D Learning dynamics and optimization III
Blake Gaines ⋅ Jinbo Bi
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) @ 203 A/B None
InfoNCE Induces Gaussian Distribution
In Oral Session 5D Learning dynamics and optimization III
Roy Betser ⋅ Eyal Gofer ⋅ Meir Yossef Levi ⋅ Guy Gilboa
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) @ 203 A/B None
Navigating the Latent Space Dynamics of Neural Models
In Oral Session 5D Learning dynamics and optimization III
Marco Fumero ⋅ Luca Moschella ⋅ Emanuele Rodolà ⋅ Francesco Locatello
[ OpenReview] 
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) @ 203 A/B None
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
In Oral Session 5D Learning dynamics and optimization III
Brandon Annesi ⋅ Dario Bocchi ⋅ Chiara Cammarota
[ OpenReview] 
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) @ 203 A/B None
Addressing divergent representations from causal interventions on neural networks
In Oral Session 5D Learning dynamics and optimization III
Satchel Grant ⋅ Simon Jerome Han ⋅ Alexa Tartaglini ⋅ Christopher Potts
[ Slides]  [ OpenReview] 
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) @ 203 A/B None
FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff
In Oral Session 5D Learning dynamics and optimization III
Isaac Han ⋅ Sangyeon Park ⋅ Seungwon Oh ⋅ Donghu Kim ⋅ Hojoon Lee ⋅ KyungJoong Kim
[ OpenReview]